Pub Date : 2025-11-01Epub Date: 2025-08-12DOI: 10.1177/15459683251360725
Juliet J A Addo, Connor L Neifert, Tanya T T Danaphongse, Stephanie T Abe, Vikram Ezhil, Michael P Kilgard, Seth A Hays
Background: Combining vagus nerve stimulation (VNS) with rehabilitation represents an emerging treatment for a range of neurological disorders, and identifying stimulation parameters that maximize the effects of VNS may provide a means to optimize this therapy. Prior studies show that varying the intensity of stimulation, which influences activity of the locus coeruleus and nucleus basalis in response to VNS, determines the strength of VNS-dependent enhancement of synaptic plasticity in cortical circuits. Objective: The impact of the temporal parameters of stimulation, such as frequency and distribution of pulses within a stimulation train, remains underexplored. In this study, we evaluated how varying these temporal parameters impacts the magnitude of VNS-directed plasticity.
Methods: In the first experiment, rats received trains of VNS at 1 of 3 moderate pulse frequencies (20, 30, or 45 Hz) concurrent with a simple motor task. After 5 days of training, we evaluated cortical movement representations using intracortical microstimulation. In a second experiment, we used a similar paradigm to explore whether burst stimulation (125 ms of 30 Hz pulses, repeated 4 times over 2000 ms), would enhance VNS-dependent plasticity.
Results: All 3 moderate pulse frequencies produced equivalent increases in cortical representation of the paired movement compared to sham stimulation. Unexpectedly, both burst stimulation or a matched number of pulses distributed evenly in time failed to produce significant enhancement of plasticity compared to sham stimulation, whereas moderate pulse frequency stimulation did.
Conclusions: These findings illustrate the importance of the temporal dynamics of stimulation in determining the effects of VNS and provide guidelines for designing novel VNS sequences.
{"title":"Temporal Parameters Determine the Efficacy of Vagus Nerve Stimulation Directed Neural Plasticity.","authors":"Juliet J A Addo, Connor L Neifert, Tanya T T Danaphongse, Stephanie T Abe, Vikram Ezhil, Michael P Kilgard, Seth A Hays","doi":"10.1177/15459683251360725","DOIUrl":"10.1177/15459683251360725","url":null,"abstract":"<p><strong>Background: </strong>Combining vagus nerve stimulation (VNS) with rehabilitation represents an emerging treatment for a range of neurological disorders, and identifying stimulation parameters that maximize the effects of VNS may provide a means to optimize this therapy. Prior studies show that varying the intensity of stimulation, which influences activity of the locus coeruleus and nucleus basalis in response to VNS, determines the strength of VNS-dependent enhancement of synaptic plasticity in cortical circuits. <i>Objective:</i> The impact of the temporal parameters of stimulation, such as frequency and distribution of pulses within a stimulation train, remains underexplored. In this study, we evaluated how varying these temporal parameters impacts the magnitude of VNS-directed plasticity.</p><p><strong>Methods: </strong>In the first experiment, rats received trains of VNS at 1 of 3 moderate pulse frequencies (20, 30, or 45 Hz) concurrent with a simple motor task. After 5 days of training, we evaluated cortical movement representations using intracortical microstimulation. In a second experiment, we used a similar paradigm to explore whether burst stimulation (125 ms of 30 Hz pulses, repeated 4 times over 2000 ms), would enhance VNS-dependent plasticity.</p><p><strong>Results: </strong>All 3 moderate pulse frequencies produced equivalent increases in cortical representation of the paired movement compared to sham stimulation. Unexpectedly, both burst stimulation or a matched number of pulses distributed evenly in time failed to produce significant enhancement of plasticity compared to sham stimulation, whereas moderate pulse frequency stimulation did.</p><p><strong>Conclusions: </strong>These findings illustrate the importance of the temporal dynamics of stimulation in determining the effects of VNS and provide guidelines for designing novel VNS sequences.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"883-891"},"PeriodicalIF":3.7,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12531385/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144823569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2025-07-19DOI: 10.1177/15459683251352498
Linda J D'Silva, Sakher M Obaidat, Peyton Huslig, Donald Keating, Prabhakar Chalise, Michael Rippee, Hannes Devos
BackgroundIndividuals with prolonged symptoms after a mild traumatic brain injury (mTBI) report requiring more effort to complete complex and sustained activities. However, the relationship between cognitive workload and patient-reported symptoms is unclear.ObjectiveTo compare the cognitive workload between middle-aged and older adults with persistent symptoms after mTBI and controls during a sustained visual attention task and to examine the relationship between workload and patient-reported symptoms.MethodsIn this cross-sectional study, 48 adults (24 with persistent symptoms after mTBI (mean age = 54.92 ± 9.1 years) and 24 age-matched controls (mean age = 55.00 ± 8.7 years) completed the Dot Cancellation (DC) test. Outcome measures included performance measured by time to completion and number of errors on the test, objective workload measured by the Index of Cognitive Activity (ICA), subjective workload measured by the National Aeronautics and Space Administration Task Load Index (NASA-TLX), and patient-reported outcomes of symptom severity measured by the Post-Concussion Symptom Scale (PCSS), and mental fatigue measured by the Mental Fatigue Scale (MFS).ResultsIndividuals with mTBI symptoms took longer to complete the DC test (P = .002) and had higher scores on the NASA-TLX (mTBI = 37.5 [20.4, 50.8] compared to controls 10.4 [5, 27.5], P < .001). No differences in ICA were noted between the groups after accounting for DC time. Moderate correlations were observed between NASA-TLX and PCSS (ρ = .58, P < .001) and NASA-TLX and MFS (ρ = .58, P < .001).ConclusionsIndividuals with persistent symptoms following mTBI exhibit greater subjective cognitive workload and take longer to complete a sustained visual attention task compared to age-matched controls. However, objective measures of cognitive workload did not differ significantly once task duration was controlled. Perceived cognitive workload experienced by this population is influenced by symptom severity and mental fatigue.
背景:轻度创伤性脑损伤(mTBI)后症状延长的个体报告需要更多的努力来完成复杂和持续的活动。然而,认知负荷与患者报告的症状之间的关系尚不清楚。目的比较mTBI后持续症状的中老年患者与对照组在持续视觉注意任务中的认知负荷,并探讨负荷与患者自述症状之间的关系。方法在本横断面研究中,48名成人(24名mTBI后症状持续者(平均年龄= 54.92±9.1岁)和24名年龄匹配的对照组(平均年龄= 55.00±8.7岁)完成了Dot Cancellation (DC)测试。结果测量包括完成时间和测试错误数量测量的表现,认知活动指数(ICA)测量的客观工作量,美国国家航空航天局任务负荷指数(NASA-TLX)测量的主观工作量,以及患者报告的脑震荡后症状量表(PCSS)测量的症状严重程度的结果,以及精神疲劳量表(MFS)测量的精神疲劳。结果mTBI患者完成DC测试所需时间较长(P = 0.002),且NASA-TLX评分较高(mTBI = 37.5[20.4, 50.8],对照组为10.4 [5,27.5],P P P P
{"title":"Cognitive Workload During a Sustained Visual Attention Task in Middle-Aged and Older Adults With Persistent Symptoms After a Mild Traumatic Brain Injury.","authors":"Linda J D'Silva, Sakher M Obaidat, Peyton Huslig, Donald Keating, Prabhakar Chalise, Michael Rippee, Hannes Devos","doi":"10.1177/15459683251352498","DOIUrl":"10.1177/15459683251352498","url":null,"abstract":"<p><p>BackgroundIndividuals with prolonged symptoms after a mild traumatic brain injury (mTBI) report requiring more effort to complete complex and sustained activities. However, the relationship between cognitive workload and patient-reported symptoms is unclear.ObjectiveTo compare the cognitive workload between middle-aged and older adults with persistent symptoms after mTBI and controls during a sustained visual attention task and to examine the relationship between workload and patient-reported symptoms.MethodsIn this cross-sectional study, 48 adults (24 with persistent symptoms after mTBI (mean age = 54.92 ± 9.1 years) and 24 age-matched controls (mean age = 55.00 ± 8.7 years) completed the Dot Cancellation (DC) test. Outcome measures included performance measured by time to completion and number of errors on the test, objective workload measured by the Index of Cognitive Activity (ICA), subjective workload measured by the National Aeronautics and Space Administration Task Load Index (NASA-TLX), and patient-reported outcomes of symptom severity measured by the Post-Concussion Symptom Scale (PCSS), and mental fatigue measured by the Mental Fatigue Scale (MFS).ResultsIndividuals with mTBI symptoms took longer to complete the DC test (<i>P</i> = .002) and had higher scores on the NASA-TLX (mTBI = 37.5 [20.4, 50.8] compared to controls 10.4 [5, 27.5], <i>P</i> < .001). No differences in ICA were noted between the groups after accounting for DC time. Moderate correlations were observed between NASA-TLX and PCSS (ρ = .58, <i>P</i> < .001) and NASA-TLX and MFS (ρ = .58, <i>P</i> < .001).ConclusionsIndividuals with persistent symptoms following mTBI exhibit greater subjective cognitive workload and take longer to complete a sustained visual attention task compared to age-matched controls. However, objective measures of cognitive workload did not differ significantly once task duration was controlled. Perceived cognitive workload experienced by this population is influenced by symptom severity and mental fatigue.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"851-861"},"PeriodicalIF":3.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144669211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2025-07-08DOI: 10.1177/15459683251348199
Brenton Hordacre, Jeric Uy, Saran Chamberlain, Ines Serrada, Ashraf N H Gerges, Susan Hillier
BackgroundStroke recovery is often incomplete. There is a need to robustly evaluate evidence for intensive stroke rehabilitation.ObjectiveInvestigate feasibility, safety, and preliminary evidence of effectiveness for Boot Camp; a pragmatic, intensive, group-based, 5-week upper-limb rehabilitation program for individuals with chronic stroke.MethodsA pragmatic randomized cross-over trial allocated individuals with chronic stroke to Boot Camp or usual care. Boot Camp delivered 90 hours of upper-limb rehabilitation in a group setting over 5 weeks. Feasibility was evaluated with recruitment rates, adherence, program completion, acceptability, and safety. Clinical characteristics including time since stroke, age, and corticospinal tract integrity were documented. The primary outcome measure was the Fugl-Meyer Upper Extremity (FM-UE). Secondary measures assessed upper-limb activity, quality of life, and self-efficacy. Interviews at the completion of Boot Camp provided insights into participant experiences.ResultsThirty-nine individuals consented, with 38 completing the program (22 male, age 61.5 ± 14.8 years, 2.8 ± 3.4 years since stroke). Feasibility criteria for recruitment, program completion, acceptability, and safety were met, but not adherence to full therapy amount. Boot Camp led to large gains in the FM-UE scores (10.2 ± 4.8, P < .001), upper-limb activity (7.3 ± 8.7, P < .001), quality of life (9.3 ± 22.1, P = .012), and self-efficacy (6.1 ± 13.5, P = .023). Participants reported themes of intensity matters, variety generally works, peer support, goals are motivating.ConclusionBoot Camp was feasible, safe, and led to large and meaningful gains in upper-limb outcomes in individuals with chronic stroke.
中风恢复通常是不完整的。有必要对强化脑卒中康复的证据进行强有力的评估。目的探讨新兵训练营的可行性、安全性和有效性的初步证据;一项针对慢性中风患者的实用的、强化的、以小组为基础的、为期5周的上肢康复计划。方法一项实用的随机交叉试验将慢性卒中患者分配到新兵训练营或常规护理组。新兵训练营在5周的时间里提供了90小时的上肢康复治疗。可行性评估包括招募率、依从性、项目完成率、可接受性和安全性。记录临床特征,包括中风后的时间、年龄和皮质脊髓束完整性。主要结局指标为Fugl-Meyer上肢(FM-UE)。次要测量评估上肢活动、生活质量和自我效能。新兵训练营结束时的访谈提供了对参与者经历的深入了解。结果39人同意,38人完成项目,其中男性22人,年龄61.5±14.8岁,脑卒中后2.8±3.4年。招募、项目完成、可接受性和安全性的可行性标准均得到满足,但未达到完全治疗量。新兵训练营显著提高了FM-UE得分(10.2±4.8,P P = 0.012)和自我效能感(6.1±13.5,P = 0.023)。参与者报告了强度问题、多样性通常有效、同伴支持、目标激励等主题。结论新兵训练营是可行的、安全的,对慢性脑卒中患者的上肢预后有显著的改善。
{"title":"Boot Camp: A Randomized Cross-Over Trial of Intensive Upper-Limb Rehabilitation After Chronic Stroke.","authors":"Brenton Hordacre, Jeric Uy, Saran Chamberlain, Ines Serrada, Ashraf N H Gerges, Susan Hillier","doi":"10.1177/15459683251348199","DOIUrl":"10.1177/15459683251348199","url":null,"abstract":"<p><p>BackgroundStroke recovery is often incomplete. There is a need to robustly evaluate evidence for intensive stroke rehabilitation.ObjectiveInvestigate feasibility, safety, and preliminary evidence of effectiveness for Boot Camp; a pragmatic, intensive, group-based, 5-week upper-limb rehabilitation program for individuals with chronic stroke.MethodsA pragmatic randomized cross-over trial allocated individuals with chronic stroke to Boot Camp or usual care. Boot Camp delivered 90 hours of upper-limb rehabilitation in a group setting over 5 weeks. Feasibility was evaluated with recruitment rates, adherence, program completion, acceptability, and safety. Clinical characteristics including time since stroke, age, and corticospinal tract integrity were documented. The primary outcome measure was the Fugl-Meyer Upper Extremity (FM-UE). Secondary measures assessed upper-limb activity, quality of life, and self-efficacy. Interviews at the completion of Boot Camp provided insights into participant experiences.ResultsThirty-nine individuals consented, with 38 completing the program (22 male, age 61.5 ± 14.8 years, 2.8 ± 3.4 years since stroke). Feasibility criteria for recruitment, program completion, acceptability, and safety were met, but not adherence to full therapy amount. Boot Camp led to large gains in the FM-UE scores (10.2 ± 4.8, <i>P</i> < .001), upper-limb activity (7.3 ± 8.7, <i>P</i> < .001), quality of life (9.3 ± 22.1, <i>P</i> = .012), and self-efficacy (6.1 ± 13.5, <i>P</i> = .023). Participants reported themes of intensity matters, variety generally works, peer support, goals are motivating.ConclusionBoot Camp was feasible, safe, and led to large and meaningful gains in upper-limb outcomes in individuals with chronic stroke.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"789-800"},"PeriodicalIF":3.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12476464/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144593278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
BackgroundPost-stroke aphasia is considered a language network disorder, and neuroimaging may help understand network alterations. However, the prediction of aphasia recovery remains challenging.ObjectiveWe aimed to explore biomarkers for aphasia recovery using a novel clinically feasible method, which we previously reported as useful for evaluating motor recovery, that included the phase synchrony index (PSI) obtained from resting-state 19-channel electroencephalography.MethodsThis longitudinal observational study included patients with left frontal ischemic lesions admitted for post-acute rehabilitation. We recorded electroencephalograms at the time of admission. Recovery was defined as a change in composite speech score. Based on electrode settings, we focused on 4 language-related networks: (1) left front-temporal, (2) right front-temporal, (3) inter-frontal, and (4) inter-temporal networks. We first evaluated the correlation between these network PSIs and recovery scores and then the predictive potential of our method using the receiver operating characteristic curve and multivariable regression analyses.ResultsWe enrolled 24 patients. Electroencephalograms were recorded for a median of 37.0 days after the stroke. The median speech therapy time was 53.7 hours. Inter-temporal PSI (gamma band) was significantly positively correlated with recovery scores (ρ = .642; 95% confidence interval = 0.311-0.834; P = .017). The PSI could predict patients with good recovery (sensitivity = 84.6%; specificity = 90.9%), and the inter-temporal PSIs were useful in predicting recovery (adjusted R2 = .545).ConclusionsOur results revealed an association between the posterior language network adaptive response and speech recovery in patients with frontal lesions. The PSI may reflect post-stroke network alterations and may be a biomarker of aphasia recovery.
{"title":"Electroencephalographic Phase Synchrony Index as a Biomarker of Post-Stroke Aphasia Recovery.","authors":"Teiji Kawano, Noriaki Hattori, Yutaka Uno, Megumi Hatakenaka, Hajime Yagura, Hiroaki Fujimoto, Keiichi Kitajo, Ichiro Miyai","doi":"10.1177/15459683251347629","DOIUrl":"10.1177/15459683251347629","url":null,"abstract":"<p><p>BackgroundPost-stroke aphasia is considered a language network disorder, and neuroimaging may help understand network alterations. However, the prediction of aphasia recovery remains challenging.ObjectiveWe aimed to explore biomarkers for aphasia recovery using a novel clinically feasible method, which we previously reported as useful for evaluating motor recovery, that included the phase synchrony index (PSI) obtained from resting-state 19-channel electroencephalography.MethodsThis longitudinal observational study included patients with left frontal ischemic lesions admitted for post-acute rehabilitation. We recorded electroencephalograms at the time of admission. Recovery was defined as a change in composite speech score. Based on electrode settings, we focused on 4 language-related networks: (1) left front-temporal, (2) right front-temporal, (3) inter-frontal, and (4) inter-temporal networks. We first evaluated the correlation between these network PSIs and recovery scores and then the predictive potential of our method using the receiver operating characteristic curve and multivariable regression analyses.ResultsWe enrolled 24 patients. Electroencephalograms were recorded for a median of 37.0 days after the stroke. The median speech therapy time was 53.7 hours. Inter-temporal PSI (gamma band) was significantly positively correlated with recovery scores (ρ = .642; 95% confidence interval = 0.311-0.834; <i>P</i> = .017). The PSI could predict patients with good recovery (sensitivity = 84.6%; specificity = 90.9%), and the inter-temporal PSIs were useful in predicting recovery (adjusted <i>R</i><sup>2</sup> = .545).ConclusionsOur results revealed an association between the posterior language network adaptive response and speech recovery in patients with frontal lesions. The PSI may reflect post-stroke network alterations and may be a biomarker of aphasia recovery.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"839-850"},"PeriodicalIF":3.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144621633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2025-07-10DOI: 10.1177/15459683251351883
Lynden Rodrigues, Kevin Moncion, Bernat De Las Heras, Jacopo Cristini, Roya Khalili, Janice J Eng, Joyce Fung, Marilyn MacKay-Lyons, Alexander Thiel, Ada Tang, Marc Roig
Background: Corticospinal excitability (CSE) is a surrogate measure of neuroplasticity within the corticospinal tract measured with transcranial magnetic stimulation (TMS). A single bout of high-intensity interval training (HIIT) and moderate-intensity continuous training (MICT) cardiovascular exercise (CE) have been both demonstrated to transiently augment CSE in people with stroke. However, the effect of multiple sessions of CE and exercise intensity is unknown.
Objectives: We conducted a randomized controlled trial (NCT03614585) to examine the effect of a HIIT vs. MICT CE program on CSE measures obtained using TMS applied on the ipsilesional (ILH) and contralesional (CLH) hemispheres.
Methods: Fifty-six individuals with cortical and/or subcortical stroke lesions in the chronic phase of stroke recovery (>6 months) were randomly assigned to a 12-week HIIT (n = 28) or MICT (n = 28) program. CSE measures were obtained at baseline and post-intervention. Linear mixed model analyses were conducted to compare changes in CSE measures and their respective interhemispheric ratios.
Results: CSE changes were not significantly different between HIIT and MICT but exploratory analyses showed that, when analyzed together, both groups increased resting motor evoked potential (MEP) amplitude (P = .003), decreased resting motor threshold (rMT) (P = .030), and reduced intracortical facilitation (ICF) (P = .049) in the ILH. No CSE changes in the CLH were observed. HIIT and MICT rebalanced interhemispheric rMT (P = .020) and ICF ratios (P = .040), and increased resting MEP amplitude ratio (P = .020).
Conclusions: Chronic CE increases excitatory ILH CSE measures and reduces interhemispheric imbalances but intensity does not have a moderating effect. More studies are needed to determine the functional relevance of exercise-induced changes in CSE in post-stroke recovery.
{"title":"Modulating Brain Excitability with Cardiovascular Exercise in Chronic Stroke: A Randomized Controlled Trial.","authors":"Lynden Rodrigues, Kevin Moncion, Bernat De Las Heras, Jacopo Cristini, Roya Khalili, Janice J Eng, Joyce Fung, Marilyn MacKay-Lyons, Alexander Thiel, Ada Tang, Marc Roig","doi":"10.1177/15459683251351883","DOIUrl":"10.1177/15459683251351883","url":null,"abstract":"<p><strong>Background: </strong>Corticospinal excitability (CSE) is a surrogate measure of neuroplasticity within the corticospinal tract measured with transcranial magnetic stimulation (TMS). A single bout of high-intensity interval training (HIIT) and moderate-intensity continuous training (MICT) cardiovascular exercise (CE) have been both demonstrated to transiently augment CSE in people with stroke. However, the effect of multiple sessions of CE and exercise intensity is unknown.</p><p><strong>Objectives: </strong>We conducted a randomized controlled trial (NCT03614585) to examine the effect of a HIIT vs. MICT CE program on CSE measures obtained using TMS applied on the ipsilesional (ILH) and contralesional (CLH) hemispheres.</p><p><strong>Methods: </strong>Fifty-six individuals with cortical and/or subcortical stroke lesions in the chronic phase of stroke recovery (>6 months) were randomly assigned to a 12-week HIIT (n = 28) or MICT (n = 28) program. CSE measures were obtained at baseline and post-intervention. Linear mixed model analyses were conducted to compare changes in CSE measures and their respective interhemispheric ratios.</p><p><strong>Results: </strong>CSE changes were not significantly different between HIIT and MICT but exploratory analyses showed that, when analyzed together, both groups increased resting motor evoked potential (MEP) amplitude (<i>P</i> = .003), decreased resting motor threshold (rMT) (<i>P</i> = .030), and reduced intracortical facilitation (ICF) (<i>P</i> = .049) in the ILH. No CSE changes in the CLH were observed. HIIT and MICT rebalanced interhemispheric rMT (<i>P</i> = .020) and ICF ratios (<i>P</i> = .040), and increased resting MEP amplitude ratio (<i>P</i> = .020).</p><p><strong>Conclusions: </strong>Chronic CE increases excitatory ILH CSE measures and reduces interhemispheric imbalances but intensity does not have a moderating effect. More studies are needed to determine the functional relevance of exercise-induced changes in CSE in post-stroke recovery.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"801-813"},"PeriodicalIF":3.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12476465/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144602683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2025-07-10DOI: 10.1177/15459683251352556
Melina Giagiozis, Irina Lerch, Anita D Linke, Catherine R Jutzeler, Rüdiger Rupp, Rainer Abel, Jesús Benito-Penalva, Josina Waldmann, Doris Maier, Michael Baumberger, Jiri Kriz, Andreas Badke, Margret Hund-Georgiadis, Norbert Weidner, László Demkó, Armin Curt
BackgroundThe aim of clinical trials for spinal cord injury (SCI) is to improve everyday-life activity outcomes, which requires reliable methods for monitoring patient activity. This study evaluates sensor-derived activity metrics in comparison to established clinical assessment methods.MethodsWearable inertial sensors collected data from 69 individuals with acute, traumatic cervical SCI participating in the Nogo-A Inhibition in Spinal Cord Injury trial (NCT03935321), a phase 2b, multicenter, randomized, placebo-controlled trial. During inpatient rehabilitation, participants wore up to 5 inertial sensors for up to 3 consecutive days each week. An estimation of average daily energy expenditure (EE) was used as an indicator of physical activity and compared to the recovery of Upper Extremity Motor Scores (UEMS) and Spinal Cord Independence Measures (SCIM).ResultsParticipants in the verum (n = 41; 59.4%) and placebo (n = 28; 40.6%) groups showed similar initial activity levels, however, the verum group exhibited a significantly greater weekly increase in average daily EE (ΔEE = 11.6 kcal/day/week, 95% CI [1.5, 21.8], P = .025). In contrast, no significant group differences were observed in changes in UEMS (ΔUEMS = 0.1/week, 95% CI [-0.2, 0.3], P = .603) or SCIM (ΔSCIM = 0.2, per week 95% CI [-0.7, 1.1], P = .644).ConclusionContinuous sensor-based activity monitoring offers objective and sensitive insights into changes in physical capabilities, effectively complementing periodic clinical assessments. Thus, sensor-derived outcome measures offer potential for improving the evaluation of clinical studies in individuals with SCI.Clinical Trail Registration:https://clinicaltrials.gov; NCT03935321.
脊髓损伤(SCI)临床试验的目的是改善日常生活活动结果,这需要可靠的方法来监测患者的活动。本研究评估了传感器衍生的活动指标,并与已建立的临床评估方法进行了比较。方法可穿戴惯性传感器收集69名急性外伤性颈椎脊髓损伤患者的数据,这些患者参加了Nogo-A抑制脊髓损伤试验(NCT03935321),这是一项2b期、多中心、随机、安慰剂对照试验。在住院康复期间,参与者每周连续3天佩戴多达5个惯性传感器。估计平均每日能量消耗(EE)被用作身体活动的指标,并与上肢运动评分(UEMS)和脊髓独立性测量(SCIM)的恢复进行比较。结果本组研究对象(n = 41;59.4%)和安慰剂(n = 28;40.6%)组表现出相似的初始活动水平,然而,verum组表现出明显更大的周平均日EE增加(ΔEE = 11.6 kcal/day/week, 95% CI [1.5, 21.8], P = 0.025)。相比之下,UEMS (ΔUEMS = 0.1/周,95% CI [-0.2, 0.3], P = .603)或SCIM (ΔSCIM = 0.2,每周95% CI [-0.7, 1.1], P = .644)的变化无显著组间差异。结论基于传感器的连续活动监测能够客观、灵敏地了解患者身体机能的变化,有效地补充了定期的临床评估。因此,传感器衍生的结果测量为改善脊髓损伤患者临床研究的评估提供了潜力。临床试验注册:https://clinicaltrials.gov;NCT03935321。
{"title":"Feasibility and Sensitivity of Wearable Sensors for Daily Activity Monitoring in Spinal Cord Injury Trials.","authors":"Melina Giagiozis, Irina Lerch, Anita D Linke, Catherine R Jutzeler, Rüdiger Rupp, Rainer Abel, Jesús Benito-Penalva, Josina Waldmann, Doris Maier, Michael Baumberger, Jiri Kriz, Andreas Badke, Margret Hund-Georgiadis, Norbert Weidner, László Demkó, Armin Curt","doi":"10.1177/15459683251352556","DOIUrl":"10.1177/15459683251352556","url":null,"abstract":"<p><p>BackgroundThe aim of clinical trials for spinal cord injury (SCI) is to improve everyday-life activity outcomes, which requires reliable methods for monitoring patient activity. This study evaluates sensor-derived activity metrics in comparison to established clinical assessment methods.MethodsWearable inertial sensors collected data from 69 individuals with acute, traumatic cervical SCI participating in the Nogo-A Inhibition in Spinal Cord Injury trial (NCT03935321), a phase 2b, multicenter, randomized, placebo-controlled trial. During inpatient rehabilitation, participants wore up to 5 inertial sensors for up to 3 consecutive days each week. An estimation of average daily energy expenditure (EE) was used as an indicator of physical activity and compared to the recovery of Upper Extremity Motor Scores (UEMS) and Spinal Cord Independence Measures (SCIM).ResultsParticipants in the <i>verum</i> (n = 41; 59.4%) and placebo (n = 28; 40.6%) groups showed similar initial activity levels, however, the <i>verum</i> group exhibited a significantly greater weekly increase in average daily EE (ΔEE = 11.6 kcal/day/week, 95% CI [1.5, 21.8], <i>P</i> = .025). In contrast, no significant group differences were observed in changes in UEMS (ΔUEMS = 0.1/week, 95% CI [-0.2, 0.3], <i>P</i> = .603) or SCIM (ΔSCIM = 0.2, per week 95% CI [-0.7, 1.1], <i>P</i> = .644).ConclusionContinuous sensor-based activity monitoring offers objective and sensitive insights into changes in physical capabilities, effectively complementing periodic clinical assessments. Thus, sensor-derived outcome measures offer potential for improving the evaluation of clinical studies in individuals with SCI.Clinical Trail Registration:https://clinicaltrials.gov; NCT03935321.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"814-825"},"PeriodicalIF":3.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12476463/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144602681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2025-07-13DOI: 10.1177/15459683251351876
Rodrigo Vitorio, Rosie Morris, Lisa Graham, Julia Das, Richard Walker, Claire McDonald, Martina Mancini, Samuel Stuart
BackgroundInternal and external cueing strategies are often applied to alleviate gait deficits in Parkinson's disease (PD). However, it remains unclear which type of cueing strategy is most effective at different disease stages. The underlying neural mechanisms of response to cueing are also unknown.ObjectiveTo investigate the immediate response of multiple brain cortical regions and gait to internal and external cueing in people at different stages of PD.MethodsPeople with PD (n = 80) were split into groups dependent on their disease stage (Hoehn and Yahr [H&Y] stage I to III). Participants performed a baseline walk without cues followed by randomized cued walking conditions (internal and external [visual, auditory and tactile] cues). A combined functional near-infrared spectroscopy (fNIRS) and electroencephalography (EEG) system assessed cortical brain activity while walking. Wearable inertial sensors assessed gait.ResultsCue-related gait improvements were not influenced by H&Y stage; moderate or large effect sizes were only observed for internal cueing and external visual cueing. fNIRS findings suggested cortical response was similar across H&Y stages, with increased activity in the prefrontal cortex with internal cues; and increased activity in the primary motor and visual cortices with external cues. However, EEG showed that people with PD in H&YIII had higher parietal alpha power than those in H&YI in the auditory, tactile, and visual cueing conditions.ConclusionGait improvement with cueing was similar across PD stages and underpinned by cognitive, motor, and/or sensory neural processing within selective brain regions that may be influenced by PD stage (i.e., parietal cortex).
背景:内、外提示策略常被用于缓解帕金森病(PD)的步态缺陷。然而,目前尚不清楚哪种类型的提示策略在不同的疾病阶段最有效。对提示反应的潜在神经机制也是未知的。目的探讨PD不同阶段患者多脑皮质区及步态对内外提示的即时反应。方法80例PD患者根据疾病分期(Hoehn and Yahr [H&Y] 1 ~ 3期)分为两组。参与者在没有提示的情况下进行基线步行,随后进行随机提示步行条件(内部和外部[视觉,听觉和触觉]提示)。结合功能性近红外光谱(fNIRS)和脑电图(EEG)系统评估行走时大脑皮层的活动。可穿戴惯性传感器评估步态。结果H&Y分期不影响线索相关的步态改善;中等或较大的效应量仅在内部提示和外部视觉提示中观察到。fNIRS的研究结果表明,在H&Y的各个阶段,大脑皮层的反应是相似的,前额叶皮层的活动随着内部信号的增加而增加;并且随着外部信号的增加,初级运动皮层和视觉皮层的活动也会增加。然而,脑电图显示,在听觉、触觉和视觉提示条件下,H&YIII组PD患者的顶叶α功率高于H&YI组。结论:在不同的帕金森病分期中,提示对神经活动的改善是相似的,并且在可能受帕金森病分期影响的选择性大脑区域(即顶叶皮层)内进行认知、运动和/或感觉神经处理。
{"title":"Effects of Internal and External Cues on Brain Activity and Gait in Parkinson's Disease: Findings From BARC-PD.","authors":"Rodrigo Vitorio, Rosie Morris, Lisa Graham, Julia Das, Richard Walker, Claire McDonald, Martina Mancini, Samuel Stuart","doi":"10.1177/15459683251351876","DOIUrl":"10.1177/15459683251351876","url":null,"abstract":"<p><p>BackgroundInternal and external cueing strategies are often applied to alleviate gait deficits in Parkinson's disease (PD). However, it remains unclear which type of cueing strategy is most effective at different disease stages. The underlying neural mechanisms of response to cueing are also unknown.ObjectiveTo investigate the immediate response of multiple brain cortical regions and gait to internal and external cueing in people at different stages of PD.MethodsPeople with PD (n = 80) were split into groups dependent on their disease stage (Hoehn and Yahr [H&Y] stage I to III). Participants performed a baseline walk without cues followed by randomized cued walking conditions (internal and external [visual, auditory and tactile] cues). A combined functional near-infrared spectroscopy (fNIRS) and electroencephalography (EEG) system assessed cortical brain activity while walking. Wearable inertial sensors assessed gait.ResultsCue-related gait improvements were not influenced by H&Y stage; moderate or large effect sizes were only observed for internal cueing and external visual cueing. fNIRS findings suggested cortical response was similar across H&Y stages, with increased activity in the prefrontal cortex with internal cues; and increased activity in the primary motor and visual cortices with external cues. However, EEG showed that people with PD in H&YIII had higher parietal alpha power than those in H&YI in the auditory, tactile, and visual cueing conditions.ConclusionGait improvement with cueing was similar across PD stages and underpinned by cognitive, motor, and/or sensory neural processing within selective brain regions that may be influenced by PD stage (i.e., parietal cortex).</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"826-838"},"PeriodicalIF":3.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12476477/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144621632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2025-07-10DOI: 10.1177/15459683251352493
Elizabeth D Thompson, Kiersten M McCartney, Ryan T Pohlig, T George Hornby, Scott E Kasner, Jonathan Raser-Schramm, Christopher E Henderson, Henry Wright, Tamara Wright, Darcy S Reisman
BackgroundIndividuals with chronic stroke are less active, which is both a consequence of stroke-related impairments and a risk factor for future health complications. The PROWALKS clinical trial found significant gains in real-world walking activity (steps/day) after 12 weeks of a step activity monitoring behavioral intervention, provided either alone (SAM) or with high-intensity gait training (FAST + SAM), but not after high-intensity gait training alone (FAST). Previous research in individuals after stroke suggests that tailored behavioral counseling may lead to better long-term physical activity participation, but no previous work has focused on post-intervention maintenance of walking activity changes.ObjectiveTo investigate whether steps/day changes after training (POST) were maintained at 6 months (6MO) and 12 months (12MO) after baseline. We hypothesized that SAM and FAST + SAM groups would have better maintenance of steps/day changes than the FAST group. Methods. This analysis included all participants who completed the PROWALKS intervention (n = 200, mean[SD] age: 63.27[12.41], 102 male/98 female, >6 months post-stroke). Analysis outcomes were steps/day change from POST-6MO, and from POST-12MO.ResultsAll groups significantly decreased in steps/day from POST-6MO (P = .001, FAST decreased by mean[SE] 160[272], SAM by 1016[270], FAST + SAM by 400[300]), and POST-12MO (P < .001, FAST decreased by 610[280], SAM by 1072[306], FAST + SAM by 568[313]). There were no significant differences between groups.ConclusionsAll intervention groups showed significant declines in steps/day between POST and 6MO and between POST and 12MO. These results add to a growing body of literature suggesting that a behavioral intervention to initiate behavior change may not be sufficient for maintenance of change.Registration:This study is registered at ClinicalTrials.gov, NCT02835313.
{"title":"Maintenance of Improvements in Walking Activity in Individuals with Chronic Stroke: Follow-Up From the PROWALKS Randomized Controlled Trial.","authors":"Elizabeth D Thompson, Kiersten M McCartney, Ryan T Pohlig, T George Hornby, Scott E Kasner, Jonathan Raser-Schramm, Christopher E Henderson, Henry Wright, Tamara Wright, Darcy S Reisman","doi":"10.1177/15459683251352493","DOIUrl":"10.1177/15459683251352493","url":null,"abstract":"<p><p>BackgroundIndividuals with chronic stroke are less active, which is both a consequence of stroke-related impairments and a risk factor for future health complications. The PROWALKS clinical trial found significant gains in real-world walking activity (steps/day) after 12 weeks of a step activity monitoring behavioral intervention, provided either alone (SAM) or with high-intensity gait training (FAST + SAM), but not after high-intensity gait training alone (FAST). Previous research in individuals after stroke suggests that tailored behavioral counseling may lead to better long-term physical activity participation, but no previous work has focused on post-intervention maintenance of walking activity changes.ObjectiveTo investigate whether steps/day changes after training (POST) were maintained at 6 months (6MO) and 12 months (12MO) after baseline. We hypothesized that SAM and FAST + SAM groups would have better maintenance of steps/day changes than the FAST group. <b><i>Methods</i>.</b> This analysis included all participants who completed the PROWALKS intervention (n = 200, mean[SD] age: 63.27[12.41], 102 male/98 female, >6 months post-stroke). Analysis outcomes were steps/day change from POST-6MO, and from POST-12MO.ResultsAll groups significantly decreased in steps/day from POST-6MO (<i>P</i> = .001, FAST decreased by mean[SE] 160[272], SAM by 1016[270], FAST + SAM by 400[300]), and POST-12MO (<i>P</i> < .001, FAST decreased by 610[280], SAM by 1072[306], FAST + SAM by 568[313]). There were no significant differences between groups.ConclusionsAll intervention groups showed significant declines in steps/day between POST and 6MO and between POST and 12MO. These results add to a growing body of literature suggesting that a behavioral intervention to <i>initiate</i> behavior change may not be sufficient for <i>maintenance</i> of change.Registration:This study is registered at ClinicalTrials.gov, NCT02835313.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"779-788"},"PeriodicalIF":3.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12313201/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144602682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-24DOI: 10.1177/15459683251369508
Layla Abdullatif, Veronica T Rowe, Maria Lindsey, Lewis A Wheaton
Background: Action observation (AO) has emerged as a potentially powerful therapeutic tool to improve stroke rehabilitation. What remains unclear are the underlying visual attention mechanisms that inform gaze strategies during AO. Further, it is unclear whether visual attention is sustained during AO or influenced by the severity of residual functional impairments following stroke.
Objective: This study seeks to explore eye gaze patterns and vigilance during a single session of AO in stroke survivors with varying levels of impairment.
Methods: Twenty stroke survivors with upper limb impairment (Fugl-Meyer Scores ranging 23-54) engaged in AO by watching an actor performing a disc placement task (observation phase), followed by the participant performing the task (execution phase) with their more affected, then less affected limb. Gaze patterns during the observation phase were evaluated for areas of most prominent gaze and compared between varying levels of severity of residual limb impairment.
Results: Gaze during AO prior to movement on the more affected side is focused on hand and object while AO prior to movement on the less affected side is focused on the overall action in the video. These patterns are prevalent for all levels of severity.
Conclusions: This suggests that participants are developing gaze patterns in line with optimal approaches to encode action specifics, especially on the more affected side. This presents valuable understanding of perceptual patterns of AO that may be optimal for studies evaluating AO in stroke.
{"title":"Patterns of Visual Attention During Action Observation in Stroke Rehabilitation: A Feasibility and Exploratory Study.","authors":"Layla Abdullatif, Veronica T Rowe, Maria Lindsey, Lewis A Wheaton","doi":"10.1177/15459683251369508","DOIUrl":"https://doi.org/10.1177/15459683251369508","url":null,"abstract":"<p><strong>Background: </strong>Action observation (AO) has emerged as a potentially powerful therapeutic tool to improve stroke rehabilitation. What remains unclear are the underlying visual attention mechanisms that inform gaze strategies during AO. Further, it is unclear whether visual attention is sustained during AO or influenced by the severity of residual functional impairments following stroke.</p><p><strong>Objective: </strong>This study seeks to explore eye gaze patterns and vigilance during a single session of AO in stroke survivors with varying levels of impairment.</p><p><strong>Methods: </strong>Twenty stroke survivors with upper limb impairment (Fugl-Meyer Scores ranging 23-54) engaged in AO by watching an actor performing a disc placement task (observation phase), followed by the participant performing the task (execution phase) with their more affected, then less affected limb. Gaze patterns during the observation phase were evaluated for areas of most prominent gaze and compared between varying levels of severity of residual limb impairment.</p><p><strong>Results: </strong>Gaze during AO prior to movement on the more affected side is focused on hand and object while AO prior to movement on the less affected side is focused on the overall action in the video. These patterns are prevalent for all levels of severity.</p><p><strong>Conclusions: </strong>This suggests that participants are developing gaze patterns in line with optimal approaches to encode action specifics, especially on the more affected side. This presents valuable understanding of perceptual patterns of AO that may be optimal for studies evaluating AO in stroke.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"15459683251369508"},"PeriodicalIF":3.7,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145133160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-22DOI: 10.1177/15459683251369467
A J Langerak, G J van der Gun, C G M Meskers, J B J Bussmann, E E H van Wegen, G Kwakkel, R W Selles
Introduction: Randomized Controlled Trials (RCTs) are essential to underpin the superiority of novel interventions affecting upper extremity capacity post-stroke. However, many RCTs are underpowered, due to heterogeneity in recovery. Prognostic targeting may help reduce sample sizes while maintaining sufficient power.
Objective: This study investigates the effects of prognostic targeting on the required sample size to achieve 70% to 90% power in early post-stroke RCTs with upper extremity capacity measured with the Action Research Arm Test (ARAT) as the outcome.
Patients and methods: Serial data from 4 prospective cohort studies (N = 372 stroke patients) were pooled, with assessments from week 1 to 6 months post-stroke. Using this dataset, we generated synthetic 6-month ARAT outcomes and analyzed data cross-sectionally and longitudinally, with and without prognostic targeting based on a pre-existing prognostic model predicting 6-month outcome. We then calculated power for different sample sizes and assessed trial efficiency, determined by the estimated sample size and inclusion rate.
Results: Prognostic targeting within 3 weeks post-stroke theoretically reduced the required sample size by up to 56% and improved trial efficiency by 40 to 45% for detecting a 6-point ARAT difference at 6 months. The targeted trials needed 220, 270, and 360 patients vs. 470, 560, and 820 in non-targeted trials for 70% to 90% power. Benefits persisted in longitudinal analyses.
Conclusion: This study demonstrates the benefits of prognostic targeting for improving power and efficiency in early post-stroke upper extremity trials using ARAT as outcome. We strongly recommend its use in future stroke rehabilitation and recovery studies.
{"title":"Prognostic Targeting Improves Statistical Power and Efficiency in Randomized Controlled Trials in Upper Extremity Stroke Rehabilitation.","authors":"A J Langerak, G J van der Gun, C G M Meskers, J B J Bussmann, E E H van Wegen, G Kwakkel, R W Selles","doi":"10.1177/15459683251369467","DOIUrl":"https://doi.org/10.1177/15459683251369467","url":null,"abstract":"<p><strong>Introduction: </strong>Randomized Controlled Trials (RCTs) are essential to underpin the superiority of novel interventions affecting upper extremity capacity post-stroke. However, many RCTs are underpowered, due to heterogeneity in recovery. Prognostic targeting may help reduce sample sizes while maintaining sufficient power.</p><p><strong>Objective: </strong>This study investigates the effects of prognostic targeting on the required sample size to achieve 70% to 90% power in early post-stroke RCTs with upper extremity capacity measured with the Action Research Arm Test (ARAT) as the outcome.</p><p><strong>Patients and methods: </strong>Serial data from 4 prospective cohort studies (N = 372 stroke patients) were pooled, with assessments from week 1 to 6 months post-stroke. Using this dataset, we generated synthetic 6-month ARAT outcomes and analyzed data cross-sectionally and longitudinally, with and without prognostic targeting based on a pre-existing prognostic model predicting 6-month outcome. We then calculated power for different sample sizes and assessed trial efficiency, determined by the estimated sample size and inclusion rate.</p><p><strong>Results: </strong>Prognostic targeting within 3 weeks post-stroke theoretically reduced the required sample size by up to 56% and improved trial efficiency by 40 to 45% for detecting a 6-point ARAT difference at 6 months. The targeted trials needed 220, 270, and 360 patients vs. 470, 560, and 820 in non-targeted trials for 70% to 90% power. Benefits persisted in longitudinal analyses.</p><p><strong>Conclusion: </strong>This study demonstrates the benefits of prognostic targeting for improving power and efficiency in early post-stroke upper extremity trials using ARAT as outcome. We strongly recommend its use in future stroke rehabilitation and recovery studies.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"15459683251369467"},"PeriodicalIF":3.7,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145115872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}