Pub Date : 2026-01-01Epub Date: 2026-01-09DOI: 10.1177/15459683251399125
Geske Luzum, Eva B Aamodt, Heather Allore, Dag Alnæs, Mona K Beyer, Ann-Marie G de Lange, Ingvild Saltvedt, Till Schellhorn, Lars T Westlye, Torunn Askim, Asta K Håberg
BackgroundPost-stroke physical activity (PA) behavior may partly explain inter-individual differences in cortical and sub-cortical brain volumes and brain age estimates.ObjectiveTo investigate longitudinal associations of post-stroke PA behavior with structural brain MRI features.
Methods: Data were from a multicenter longitudinal cohort study. PA estimates were based on accelerometer measurements. Separate linear mixed models assessed average daily step count at 18 and 36 months, and longitudinal PA trajectory groups as measured at 3, 18, and 36 months after stroke, as primary and secondary exposures. Dependent variables included brain age gap (BAG), representing the discrepancy between brain MRI predicted age and chronological age, and MRI-based cortical, hippocampal, and thalamic volumes at 18- and 36 months post-stroke. Models accounted for age, sex, education, stroke severity, intracranial volume, and MRI scanner.
Results: We included 146 participants (age, mean [SD]: 70.3 [11.1]; 45.7% female) with predominantly mild strokes. Every +1000 steps/day were associated with -1.15 (95% CI: -1.76 to -0.53) lower BAG, 2.63 mL (95% CI: 0.31-5.00) larger cortical volume, and 0.07 mL (95% CI: 0.03-0.11) larger hippocampal volume. The association between step/day and thalamic volume was curvilinear, with the largest volumes observed at 4700 steps/day. Out of 4 PA trajectory groups, participants in the most active group had -7.44 years (95% CI: -2.86 to -12.01) lower BAG and 0.90 mL (95% CI: 1.48-0.33) larger thalamic volumes than the least active group.
Conclusions: Higher PA levels post-stroke were associated with larger brain volumes and younger-appearing brains.
脑卒中后身体活动(PA)行为可以部分解释皮质和皮质下脑容量和脑年龄估计的个体间差异。目的探讨脑卒中后PA行为与脑MRI结构特征的纵向关系。方法:数据来自一项多中心纵向队列研究。PA估计是基于加速度计的测量。单独的线性混合模型评估了18和36个月时的平均每日步数,以及在中风后3、18和36个月测量的纵向PA轨迹组,作为主要和次要暴露。因变量包括脑年龄差距(BAG),表示脑MRI预测年龄与实足年龄之间的差异,以及中风后18个月和36个月基于MRI的皮质、海马和丘脑体积。模型考虑了年龄、性别、教育程度、中风严重程度、颅内容量和MRI扫描仪。结果:我们纳入了146名以轻度中风为主的参与者(年龄,平均[SD]: 70.3[11.1]; 45.7%为女性)。每增加1000步/天,BAG降低-1.15 (95% CI: -1.76至-0.53),皮质体积增加2.63 mL (95% CI: 0.31-5.00),海马体积增加0.07 mL (95% CI: 0.03-0.11)。步数/天与丘脑体积之间呈曲线关系,在4700步/天时观察到最大的体积。在4个PA轨迹组中,最活跃组的参与者的BAG比最不活跃组低-7.44年(95% CI: -2.86至-12.01),丘脑体积比最不活跃组大0.90 mL (95% CI: 1.48-0.33)。结论:脑卒中后较高的PA水平与更大的脑容量和更年轻的大脑有关。
{"title":"Longitudinal Associations Between Physical Activity Behavior and Structural Brain MRI Features After Stroke: A Sub-Study From the Nor-COAST Project.","authors":"Geske Luzum, Eva B Aamodt, Heather Allore, Dag Alnæs, Mona K Beyer, Ann-Marie G de Lange, Ingvild Saltvedt, Till Schellhorn, Lars T Westlye, Torunn Askim, Asta K Håberg","doi":"10.1177/15459683251399125","DOIUrl":"10.1177/15459683251399125","url":null,"abstract":"<p><p>BackgroundPost-stroke physical activity (PA) behavior may partly explain inter-individual differences in cortical and sub-cortical brain volumes and brain age estimates.ObjectiveTo investigate longitudinal associations of post-stroke PA behavior with structural brain MRI features.</p><p><strong>Methods: </strong>Data were from a multicenter longitudinal cohort study. PA estimates were based on accelerometer measurements. Separate linear mixed models assessed average daily step count at 18 and 36 months, and longitudinal PA trajectory groups as measured at 3, 18, and 36 months after stroke, as primary and secondary exposures. Dependent variables included brain age gap (BAG), representing the discrepancy between brain MRI predicted age and chronological age, and MRI-based cortical, hippocampal, and thalamic volumes at 18- and 36 months post-stroke. Models accounted for age, sex, education, stroke severity, intracranial volume, and MRI scanner.</p><p><strong>Results: </strong>We included 146 participants (age, mean [SD]: 70.3 [11.1]; 45.7% female) with predominantly mild strokes. Every +1000 steps/day were associated with -1.15 (95% CI: -1.76 to -0.53) lower BAG, 2.63 mL (95% CI: 0.31-5.00) larger cortical volume, and 0.07 mL (95% CI: 0.03-0.11) larger hippocampal volume. The association between step/day and thalamic volume was curvilinear, with the largest volumes observed at 4700 steps/day. Out of 4 PA trajectory groups, participants in the most active group had -7.44 years (95% CI: -2.86 to -12.01) lower BAG and 0.90 mL (95% CI: 1.48-0.33) larger thalamic volumes than the least active group.</p><p><strong>Conclusions: </strong>Higher PA levels post-stroke were associated with larger brain volumes and younger-appearing brains.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"75-87"},"PeriodicalIF":3.7,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12799801/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145936870","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 : 2026-01-01Epub Date: 2025-12-27DOI: 10.1177/15459683251399158
T George Hornby, Abbey Plawecki, Jennifer Lotter, Lindsay Shoger, Christina Voigtmann, Lindsay Heffron, Emily Lucas, Devan Parrott, Christopher E Henderson
BackgroundThe amount of walking practice may influence locomotor recovery in individuals with motor incomplete spinal cord injury (iSCI), although the contributions of exercise intensity are not well established.ObjectiveThe purpose of this blinded-assessor randomized trial was to determine the contributions of exercise intensity on locomotor outcomes in individuals >6 months following iSCI.MethodsAmbulatory individuals post-iSCI with walking speeds <1.0 m/s were assigned to ≤30 sessions of either high-intensity training (HIT: >70% heart rate [HR] reserve or ratings of perceived exertion [RPE] ≥15) or low-intensity training (LIT; <40% HR reserve; RPE ≤13). Assessments were performed at baseline, post-training, and at 3-month follow-up evaluation, with primary outcomes of fastest walking speeds over 10 m and during graded treadmill exercise tests, and secondary clinical and metabolic outcomes.ResultsOf 65 participants screened, 53 were randomized to HIT (n = 28) or LIT (n = 25) and completed 1489/1590 (94%) planned training sessions. Peak HRs and RPEs were greater during HIT (both P < .001). Changes in fastest gait speeds overground were not significantly different between HIT and LIT when using Bonferroni corrections (α = .025; mean post-training differences: 0.11 m/s [95% CI: 0.04-0.17 m/s], P = .031), although gains in peak treadmill speed were significant (mean differences: 0.25 m/s [0.15-0.34 m/s], p < .001]. Secondary outcomes of 6-minute walk test (P = .002) and combined measures of peak metabolic capacity and efficiency (P < .001) were also greater with HIT.ConclusionGreater gains in peak treadmill speed, 6-minute walk, and selected metabolic outcomes were observed with HIT versus LIT in individuals with iSCI.Trial Registrationhttps://clinicaltrials.gov/; Unique Identifier: NCT03714997.
背景:步行量可能影响运动不完全性脊髓损伤(iSCI)患者的运动恢复,尽管运动强度的影响尚未得到很好的证实。目的:本盲评估随机试验的目的是确定运动强度对iSCI患者术后60 ~ 6个月运动预后的影响。方法isci后步行速度70%(心率[HR]储备或感知运动评分[RPE]≥15)或低强度训练(LIT; P P =。031),尽管跑步机峰值速度的增加是显著的(平均差异:0.25 m/s [0.15-0.34 m/s], p p =。002)和峰值代谢能力和效率的综合测量(P
{"title":"Higher Intensity Walking Training in Individuals With Chronic Motor Incomplete Spinal Cord Injury: A Randomized Clinical Trial.","authors":"T George Hornby, Abbey Plawecki, Jennifer Lotter, Lindsay Shoger, Christina Voigtmann, Lindsay Heffron, Emily Lucas, Devan Parrott, Christopher E Henderson","doi":"10.1177/15459683251399158","DOIUrl":"10.1177/15459683251399158","url":null,"abstract":"<p><p>BackgroundThe amount of walking practice may influence locomotor recovery in individuals with motor incomplete spinal cord injury (iSCI), although the contributions of exercise intensity are not well established.ObjectiveThe purpose of this blinded-assessor randomized trial was to determine the contributions of exercise intensity on locomotor outcomes in individuals >6 months following iSCI.MethodsAmbulatory individuals post-iSCI with walking speeds <1.0 m/s were assigned to ≤30 sessions of either high-intensity training (HIT: >70% heart rate [HR] reserve or ratings of perceived exertion [RPE] ≥15) or low-intensity training (LIT; <40% HR reserve; RPE ≤13). Assessments were performed at baseline, post-training, and at 3-month follow-up evaluation, with primary outcomes of fastest walking speeds over 10 m and during graded treadmill exercise tests, and secondary clinical and metabolic outcomes.ResultsOf 65 participants screened, 53 were randomized to HIT (n = 28) or LIT (n = 25) and completed 1489/1590 (94%) planned training sessions. Peak HRs and RPEs were greater during HIT (both <i>P</i> < .001). Changes in fastest gait speeds overground were not significantly different between HIT and LIT when using Bonferroni corrections (α = .025; mean post-training differences: 0.11 m/s [95% CI: 0.04-0.17 m/s], <i>P</i> = .031), although gains in peak treadmill speed were significant (mean differences: 0.25 m/s [0.15-0.34 m/s], <i>p</i> < .001]. Secondary outcomes of 6-minute walk test (<i>P</i> = .002) and combined measures of peak metabolic capacity and efficiency (<i>P</i> < .001) were also greater with HIT.ConclusionGreater gains in peak treadmill speed, 6-minute walk, and selected metabolic outcomes were observed with HIT versus LIT in individuals with iSCI.Trial Registrationhttps://clinicaltrials.gov/; Unique Identifier: NCT03714997.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"49-60"},"PeriodicalIF":3.7,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12747504/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145844658","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 : 2026-01-01Epub Date: 2026-01-09DOI: 10.1177/15459683251395692
Zeyi Wang, Jessica Gallegos, Donna Tippett, Chiadi U Onyike, John E Desmond, Argye E Hillis, Constantine E Frangakis, Brian Caffo, Kyrana Tsapkini
BackgroundUnderstanding individual variability in response to interventions is essential for developing personalized treatment strategies. In rare and clinically heterogeneous conditions like primary progressive aphasia (PPA), predicting treatment response is particularly challenging due to varying clinical manifestations. In this study, we aimed to identify and analyze predictors of individual language response to transcranial direct current stimulation (tDCS) of the left inferior frontal gyrus (IFG), using a novel, robust analytic approach focused on treatment effect heterogeneity.MethodsWe compared the ability of predicting individual effect (active vs sham tDCS during 20-minute sessions on weekdays for 3 weeks; active: 2 mA current across electrodes; sham: current ramped down after 30 seconds), using demographic and clinical patient characteristics (eg, PPA variant and disease progression, baseline language performance) or volumetric fMRI data versus functional connectivity (from resting-state fMRI) in the cohort of 36 patients.ResultsFunctional connectivity alone had the highest predictive value for outcomes, explaining 62% of the variance of the tDCS effect in generalization (semantic fluency) and 75% of the main outcome (written naming), contrasted with <15% (for semantic fluency) and <23% (for written naming) of variance predicted by demographic and clinical patient characteristics or volumetric data. Patients with higher baseline functional connectivity within the left IFG (between pars opercularis and pars triangularis) were most likely to benefit from tDCS both in generalization (semantic fluency) as well as in the main outcome (written naming). In addition, patients with higher baseline FC between the middle temporal pole and superior temporal gyrus, were most likely to show generalization effects of tDCS.ConclusionsThe present study showcases the importance of a baseline functional connectivity scan in predicting tDCS outcomes, and points toward a precision medicine approach in neuromodulation studies. The study has important implications for clinical trials and practice, providing a statistical method that addresses heterogeneity in patient populations and allowing accurate prediction and enrollment of those who will most likely benefit from specific interventions.
{"title":"Baseline Functional Connectivity Predicts Who Will Benefit From Neuromodulation: Evidence From Primary Progressive Aphasia.","authors":"Zeyi Wang, Jessica Gallegos, Donna Tippett, Chiadi U Onyike, John E Desmond, Argye E Hillis, Constantine E Frangakis, Brian Caffo, Kyrana Tsapkini","doi":"10.1177/15459683251395692","DOIUrl":"10.1177/15459683251395692","url":null,"abstract":"<p><p>BackgroundUnderstanding individual variability in response to interventions is essential for developing personalized treatment strategies. In rare and clinically heterogeneous conditions like primary progressive aphasia (PPA), predicting treatment response is particularly challenging due to varying clinical manifestations. In this study, we aimed to identify and analyze predictors of individual language response to transcranial direct current stimulation (tDCS) of the left inferior frontal gyrus (IFG), using a novel, robust analytic approach focused on treatment effect heterogeneity.MethodsWe compared the ability of predicting individual effect (active vs sham tDCS during 20-minute sessions on weekdays for 3 weeks; active: 2 mA current across electrodes; sham: current ramped down after 30 seconds), using demographic and clinical patient characteristics (eg, PPA variant and disease progression, baseline language performance) or volumetric fMRI data versus functional connectivity (from resting-state fMRI) in the cohort of 36 patients.ResultsFunctional connectivity alone had the highest predictive value for outcomes, explaining 62% of the variance of the tDCS effect in generalization (semantic fluency) and 75% of the main outcome (written naming), contrasted with <15% (for semantic fluency) and <23% (for written naming) of variance predicted by demographic and clinical patient characteristics or volumetric data. Patients with higher baseline functional connectivity within the left IFG (between pars opercularis and pars triangularis) were most likely to benefit from tDCS both in generalization (semantic fluency) as well as in the main outcome (written naming). In addition, patients with higher baseline FC between the middle temporal pole and superior temporal gyrus, were most likely to show generalization effects of tDCS.ConclusionsThe present study showcases the importance of a baseline functional connectivity scan in predicting tDCS outcomes, and points toward a precision medicine approach in neuromodulation studies. The study has important implications for clinical trials and practice, providing a statistical method that addresses heterogeneity in patient populations and allowing accurate prediction and enrollment of those who will most likely benefit from specific interventions.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"4-15"},"PeriodicalIF":3.7,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12795312/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145936949","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 : 2026-01-01Epub Date: 2025-12-31DOI: 10.1177/15459683251399159
Yunda Liu, Gloria Vergara-Diaz, Benito Lorenzo Pugliese, Randie Black-Schaffer, Grace Kim, Paolo Bonato, Sunghoon Ivan Lee
BackgroundAccurate and objective assessment of motor performance is critical for effective stroke rehabilitation. While wrist-worn accelerometers are widely accepted as a valid tool for evaluating upper-limb motor performance, they primarily capture arm and forearm movements, overlooking hand and finger activity. This limitation reduces their ability to detect changes in distal function, hindering the broader integration of wearable-based motor performance metrics into clinical practice.ObjectiveTo determine whether finger-worn accelerometers, which capture both proximal and distal movements of the upper limbs, offer a more comprehensive assessment of motor performance by comparing their convergent validity with that of wrist-worn accelerometers.MethodsBilateral accelerometer data were collected from 24 stroke survivors using finger-worn and wrist-worn devices as they performed unscripted daily activities in a simulated home environment. Motor performance metrics from both sensor locations were analyzed for correlations with the Fugl-Meyer Assessment for Upper Extremity (FMA-UE) and sensitivity to differences in motor performance across impairment levels.ResultsFinger-worn accelerometer metrics showed stronger correlations with FMA-UE scores than those from wrist-worn sensors, largely due to their ability to capture fine hand movements. Additionally, finger-worn sensors demonstrated greater sensitivity in detecting performance differences between mildly and moderately impaired individuals.ConclusionsBy capturing both proximal and distal movements, finger-worn accelerometers demonstrate stronger convergent validity with standardized measures of post-stroke motor impairment compared to wrist-worn accelerometers. These findings highlight their potential for providing a more comprehensive assessment of motor performance in stroke survivors.
{"title":"Beyond the Wrist: Finger-Worn Accelerometers Enhance Assessment of Post-Stroke Motor Performance.","authors":"Yunda Liu, Gloria Vergara-Diaz, Benito Lorenzo Pugliese, Randie Black-Schaffer, Grace Kim, Paolo Bonato, Sunghoon Ivan Lee","doi":"10.1177/15459683251399159","DOIUrl":"10.1177/15459683251399159","url":null,"abstract":"<p><p>BackgroundAccurate and objective assessment of motor performance is critical for effective stroke rehabilitation. While wrist-worn accelerometers are widely accepted as a valid tool for evaluating upper-limb motor performance, they primarily capture arm and forearm movements, overlooking hand and finger activity. This limitation reduces their ability to detect changes in distal function, hindering the broader integration of wearable-based motor performance metrics into clinical practice.ObjectiveTo determine whether finger-worn accelerometers, which capture both proximal and distal movements of the upper limbs, offer a more comprehensive assessment of motor performance by comparing their convergent validity with that of wrist-worn accelerometers.MethodsBilateral accelerometer data were collected from 24 stroke survivors using finger-worn and wrist-worn devices as they performed unscripted daily activities in a simulated home environment. Motor performance metrics from both sensor locations were analyzed for correlations with the Fugl-Meyer Assessment for Upper Extremity (FMA-UE) and sensitivity to differences in motor performance across impairment levels.ResultsFinger-worn accelerometer metrics showed stronger correlations with FMA-UE scores than those from wrist-worn sensors, largely due to their ability to capture fine hand movements. Additionally, finger-worn sensors demonstrated greater sensitivity in detecting performance differences between mildly and moderately impaired individuals.ConclusionsBy capturing both proximal and distal movements, finger-worn accelerometers demonstrate stronger convergent validity with standardized measures of post-stroke motor impairment compared to wrist-worn accelerometers. These findings highlight their potential for providing a more comprehensive assessment of motor performance in stroke survivors.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"16-24"},"PeriodicalIF":3.7,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12758624/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145866897","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 : 2025-12-30DOI: 10.1177/15459683251399133
Morgan L Kelly, Sylwia Lipior, Sydney Y Schaefer, S Duke Han, Kristan A Leech
Cognitive impairment is highly prevalent post-stroke and is associated with poor functional outcomes. Stroke experts have highlighted 2 fundamental barriers to progress in rehabilitation and research related to post-stroke cognitive impairment: (1) there is no agreed-upon definition of post-stroke cognitive impairment, and (2) there is no consensus on the appropriate screening and diagnostic procedures. In this paper, we will discuss recent progress and remaining challenges to developing a standard general definition and understanding of post-stroke cognitive impairment. We will provide recommendations to advance the definition of post-stroke cognitive impairment, informed by the steps taken to develop a general definition for mild cognitive impairment. Finally, we discuss the impact these advances might have on stroke rehabilitation, highlighting the potential impact on motor rehabilitation, as an example.
{"title":"Standardizing the Measurement and Definition of Post-Stroke Cognitive Impairment: Implications for Stroke Recovery and Rehabilitation.","authors":"Morgan L Kelly, Sylwia Lipior, Sydney Y Schaefer, S Duke Han, Kristan A Leech","doi":"10.1177/15459683251399133","DOIUrl":"10.1177/15459683251399133","url":null,"abstract":"<p><p>Cognitive impairment is highly prevalent post-stroke and is associated with poor functional outcomes. Stroke experts have highlighted 2 fundamental barriers to progress in rehabilitation and research related to post-stroke cognitive impairment: (1) there is no agreed-upon definition of post-stroke cognitive impairment, and (2) there is no consensus on the appropriate screening and diagnostic procedures. In this paper, we will discuss recent progress and remaining challenges to developing a standard general definition and understanding of post-stroke cognitive impairment. We will provide recommendations to advance the definition of post-stroke cognitive impairment, informed by the steps taken to develop a general definition for mild cognitive impairment. Finally, we discuss the impact these advances might have on stroke rehabilitation, highlighting the potential impact on motor rehabilitation, as an example.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"15459683251399133"},"PeriodicalIF":3.7,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12755724/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145859866","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 : 2025-12-29DOI: 10.1177/15459683251399155
Pablo Cruz Gonzalez, Jack Jiaqi Zhang, Ananda Sidarta, Karen Sui Geok Chua
Background and PurposeThis Point of View paper offers a commentary on challenges and opportunities discussed during the 6th International Brain Stimulation Conference held in February 2025 in Kobe, Japan, with a focus on the clinical application of repetitive transcranial magnetic stimulation (rTMS) in post-stroke rehabilitation. We argue that the major barrier lies in the field's overreliance on standardized, one-size-fits-all protocols and its reluctance to embrace personalization in the pursuit of precision.ResultsDuring the conference, 2 research cultures were evident: the "Systematicists," who rely on conventional clinical trials, and the "Personalizers," who tailor non-invasive brain stimulation (NIBS) protocols to individual patient characteristics. This dichotomy reflects a broader challenge: how can we reconcile the need for standardization with the demand for personalization in translational research? The future of NIBS may lie in patient-specific, biomarker-driven neuromodulatory protocols that incorporate deep phenotyping and brain state-dependent stimulation, such as closed-loop TMS guided by Hebbian plasticity principles. This approach recognizes that post-stroke recovering brain is a 4-dimensional structure, shaped by space and time, which contributes to substantial intra- and inter-individual variability.ConclusionUnderstanding how NIBS interacts with each uniquely recovering brain is essential. Addressing this complexity remains a challenge for designing rigorous clinical trials and moving the field closer to effective, personalized integration in stroke rehabilitation. By delineating key components of personalization, we aim to reframe the discussion from "if" NIBS works to "for whom, for what and why, for where and when, and how" it can facilitate clinically meaningful recovery.
{"title":"To Treat or Not to Treat? A Point of View on the Clinical Translation of Non-Invasive Neuromodulation Therapy for Post-Stroke Upper Limb Recovery.","authors":"Pablo Cruz Gonzalez, Jack Jiaqi Zhang, Ananda Sidarta, Karen Sui Geok Chua","doi":"10.1177/15459683251399155","DOIUrl":"https://doi.org/10.1177/15459683251399155","url":null,"abstract":"<p><p>Background and PurposeThis Point of View paper offers a commentary on challenges and opportunities discussed during the 6th International Brain Stimulation Conference held in February 2025 in Kobe, Japan, with a focus on the clinical application of repetitive transcranial magnetic stimulation (rTMS) in post-stroke rehabilitation. We argue that the major barrier lies in the field's overreliance on standardized, one-size-fits-all protocols and its reluctance to embrace personalization in the pursuit of precision.ResultsDuring the conference, 2 research cultures were evident: the \"Systematicists,\" who rely on conventional clinical trials, and the \"Personalizers,\" who tailor non-invasive brain stimulation (NIBS) protocols to individual patient characteristics. This dichotomy reflects a broader challenge: how can we reconcile the need for standardization with the demand for personalization in translational research? The future of NIBS may lie in patient-specific, biomarker-driven neuromodulatory protocols that incorporate deep phenotyping and brain state-dependent stimulation, such as closed-loop TMS guided by Hebbian plasticity principles. This approach recognizes that post-stroke recovering brain is a 4-dimensional structure, shaped by space and time, which contributes to substantial intra- and inter-individual variability.ConclusionUnderstanding how NIBS interacts with each uniquely recovering brain is essential. Addressing this complexity remains a challenge for designing rigorous clinical trials and moving the field closer to effective, personalized integration in stroke rehabilitation. By delineating key components of personalization, we aim to reframe the discussion from \"if\" NIBS works to \"for whom, for what and why, for where and when, and how\" it can facilitate clinically meaningful recovery.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"15459683251399155"},"PeriodicalIF":3.7,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145852087","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 : 2025-12-28DOI: 10.1177/15459683251395729
Martina Mancini, Carla Silva-Batista, Vrutangkumar V Shah, Fay B Horak, Patricia Carlson-Kuhta, Delaram Safarpour, Christopher M Gomez
BackgroundSpinocerebellar ataxia (SCA) is a degenerative cerebellar disease, causing progressive impairment of gait and balance in adults. To identify the ideal subjects for disease-modifying therapies it is critical to identify biomarkers for the earliest stages of SCA.ObjectiveWe investigated whether prefrontal cortex activity is increased during walking in in early SCA or in pre-manifest SCA compared to healthy control subjects.MethodsSixteen participants with genetically determined SCA and 15 age-matched healthy controls participated in the study. The SARA was administered by a movement disorders specialist before the gait assessment. An 8-channel, mobile, fNIRS, with 2 reference channels, was used to record changes in oxygenated hemoglobin (HbO2) and deoxygenated hemoglobin within the PFC. Participants walked for 2-minutes at a comfortable pace while wearing wireless, inertial sensors to derive gait characteristics.ResultsOf the 16 individuals with SCA, 9 were classified as pre-manifest (SARA < 3) and 7 as early SCA (SARA < 10). PFC activity (HbO2) while walking was greater than controls of similar age in people with SCA. Increased PFC activity was also present even in the pre-manifest stage of SCA. Increase in PFC activity was related to worse gait (double-support time and toe-out angle).ConclusionsPFC activity is increased in pre-manifest SCA, even when clinical scores are normal in the pre-manifest stage of the disease, and may serve as a biomarker that precedes onset of clinical disease. Increased PFC activity is consistent less automatic, cortical control of gait to compensate for impaired automatic, cerebellar control, even in early stages of ataxia.
{"title":"Pre-Frontal Cortical Activity During Gait is Altered in Pre-Manifest and Early Spinocerebellar Ataxia.","authors":"Martina Mancini, Carla Silva-Batista, Vrutangkumar V Shah, Fay B Horak, Patricia Carlson-Kuhta, Delaram Safarpour, Christopher M Gomez","doi":"10.1177/15459683251395729","DOIUrl":"https://doi.org/10.1177/15459683251395729","url":null,"abstract":"<p><p>BackgroundSpinocerebellar ataxia (SCA) is a degenerative cerebellar disease, causing progressive impairment of gait and balance in adults. To identify the ideal subjects for disease-modifying therapies it is critical to identify biomarkers for the earliest stages of SCA.ObjectiveWe investigated whether prefrontal cortex activity is increased during walking in in early SCA or in pre-manifest SCA compared to healthy control subjects.MethodsSixteen participants with genetically determined SCA and 15 age-matched healthy controls participated in the study. The SARA was administered by a movement disorders specialist before the gait assessment. An 8-channel, mobile, fNIRS, with 2 reference channels, was used to record changes in oxygenated hemoglobin (HbO<sub>2</sub>) and deoxygenated hemoglobin within the PFC. Participants walked for 2-minutes at a comfortable pace while wearing wireless, inertial sensors to derive gait characteristics.ResultsOf the 16 individuals with SCA, 9 were classified as pre-manifest (SARA < 3) and 7 as early SCA (SARA < 10). PFC activity (HbO<sub>2</sub>) while walking was greater than controls of similar age in people with SCA. Increased PFC activity was also present even in the pre-manifest stage of SCA. Increase in PFC activity was related to worse gait (double-support time and toe-out angle).ConclusionsPFC activity is increased in pre-manifest SCA, even when clinical scores are normal in the pre-manifest stage of the disease, and may serve as a biomarker that precedes onset of clinical disease. Increased PFC activity is consistent less automatic, cortical control of gait to compensate for impaired automatic, cerebellar control, even in early stages of ataxia.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"15459683251395729"},"PeriodicalIF":3.7,"publicationDate":"2025-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145851988","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 : 2025-12-24DOI: 10.1177/15459683251395691
Mingxi Chen, Keying Wu, Huan Wang, Yuyi Zhu, Yaqi Chen, Ting Cui, Zhen Liu, Xinyi Leng, Zilong Hao, Deren Wang
AimsSerum soluble low-density lipoprotein receptor-related protein 1 (sLRP1) has been implicated in the severity of ischemia-reperfusion injury in experimental stroke models. Its potential prognostic value in ischemic stroke recovery warrants further investigation. This study aims to explore the association between serum sLRP1 levels and functional outcome improvement from 3 to 12 months following acute ischemic stroke (AIS).MethodsWe included patients hospitalized for AIS within 24 hours of symptom onset. Serum sLRP1 levels at admission were analyzed for their association with functional outcome improvement, defined as a ≥1-point decrease in the modified Rankin Scale (mRS) score between 3 and 12 months. Multivariate binary logistic regression was employed to adjust for potential confounders. Improvements in predictive performance by including sLRP1 were assessed using the net reclassification index (NRI) and integrated discrimination improvement (IDI).ResultsA total of 171 patients were enrolled (median age: 65 years; 64.9% male). Functional outcome improvement was observed in 53 patients (31.0%). After adjusting for confounding factors, patients in the second and third tertiles of sLRP1 had significantly lower odds of functional outcome improvement compared to those in the lowest tertile (Tertile 2, odds ratio [OR] 0.19, 95% confidence interval [CI]: 0.08-0.49, P = .001; Tertile 3, OR 0.10, 95% CI: 0.03-0.27, P < .001). Incorporating sLRP1 into predictive models alongside conventional factors significantly enhanced reclassification accuracy (NRI = 46%, P = .004; IDI = 4%, P = .014).ConclusionsLower serum sLRP1 levels at admission are independently associated with functional outcome improvement after AIS. These findings suggest that modulating sLRP1 may represent a promising therapeutic strategy to enhance recovery in stroke patients.
目的:血清可溶性低密度脂蛋白受体相关蛋白1 (sLRP1)与实验性脑卒中模型中缺血再灌注损伤的严重程度有关。其在缺血性脑卒中康复中的潜在预后价值值得进一步研究。本研究旨在探讨急性缺血性卒中(AIS)后3 - 12个月血清sLRP1水平与功能预后改善之间的关系。方法纳入症状出现24小时内因AIS住院的患者。分析入院时血清sLRP1水平与功能预后改善的关系,功能预后改善的定义是在3至12个月内改良兰金量表(mRS)评分下降≥1分。采用多元二元逻辑回归对潜在混杂因素进行校正。采用净重分类指数(NRI)和综合判别改善(IDI)评估纳入sLRP1对预测性能的改善。结果共入组171例患者,中位年龄65岁,男性64.9%。53例(31.0%)患者功能预后改善。校正混杂因素后,sLRP1组第二和第三分位患者的功能预后改善几率明显低于最低分位患者(tertile 2,比值比[OR] 0.19, 95%可信区间[CI]: 0.08-0.49, P = 0.001; tertile 3,比值比[OR] 0.10, 95% CI: 0.03-0.27, P = 0.004; IDI = 4%, P = 0.014)。结论入院时血清sLRP1水平较低与AIS术后功能预后改善独立相关。这些发现表明,调节sLRP1可能是一种有希望的治疗策略,可以提高中风患者的康复。
{"title":"Serum Soluble Low-Density Lipoprotein Receptor-Related Protein 1 (sLRP1) is Negatively Associated With Functional Outcome Improvement From 3 to 12 Months After Acute Ischemic Stroke.","authors":"Mingxi Chen, Keying Wu, Huan Wang, Yuyi Zhu, Yaqi Chen, Ting Cui, Zhen Liu, Xinyi Leng, Zilong Hao, Deren Wang","doi":"10.1177/15459683251395691","DOIUrl":"https://doi.org/10.1177/15459683251395691","url":null,"abstract":"<p><p>AimsSerum soluble low-density lipoprotein receptor-related protein 1 (sLRP1) has been implicated in the severity of ischemia-reperfusion injury in experimental stroke models. Its potential prognostic value in ischemic stroke recovery warrants further investigation. This study aims to explore the association between serum sLRP1 levels and functional outcome improvement from 3 to 12 months following acute ischemic stroke (AIS).MethodsWe included patients hospitalized for AIS within 24 hours of symptom onset. Serum sLRP1 levels at admission were analyzed for their association with functional outcome improvement, defined as a ≥1-point decrease in the modified Rankin Scale (mRS) score between 3 and 12 months. Multivariate binary logistic regression was employed to adjust for potential confounders. Improvements in predictive performance by including sLRP1 were assessed using the net reclassification index (NRI) and integrated discrimination improvement (IDI).ResultsA total of 171 patients were enrolled (median age: 65 years; 64.9% male). Functional outcome improvement was observed in 53 patients (31.0%). After adjusting for confounding factors, patients in the second and third tertiles of sLRP1 had significantly lower odds of functional outcome improvement compared to those in the lowest tertile (Tertile 2, odds ratio [OR] 0.19, 95% confidence interval [CI]: 0.08-0.49, <i>P</i> = .001; Tertile 3, OR 0.10, 95% CI: 0.03-0.27, <i>P</i> < .001). Incorporating sLRP1 into predictive models alongside conventional factors significantly enhanced reclassification accuracy (NRI = 46%, <i>P</i> = .004; IDI = 4%, <i>P</i> = .014).ConclusionsLower serum sLRP1 levels at admission are independently associated with functional outcome improvement after AIS. These findings suggest that modulating sLRP1 may represent a promising therapeutic strategy to enhance recovery in stroke patients.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"15459683251395691"},"PeriodicalIF":3.7,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145822636","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 : 2025-12-17DOI: 10.1177/15459683251395694
Katrina N Erickson, Sara B Pillay, Jeffrey R Binder, Priyanka P Shah-Basak
BackgroundShort-term maintenance of phonological information is critical for language production and comprehension, and is often impaired in stroke survivors with aphasia.ObjectiveIn this pilot study, we investigated whether brain oscillatory activity underlying phonological short-term memory (pSTM) can be influenced by transcranial alternating current stimulation (tACS) in stroke survivors with aphasia (SWA).MethodsIn a within-subject, single-blinded, sham-controlled study, 13 SWA received theta-tACS (4-7 Hz) targeting left temporoparietal and inferior frontal regions across 3 tACS conditions (in-phase, anti-phase, and sham; 20 minutes each). Participants completed an adaptive delayed match-to-sample task with spoken consonant-vowel strings (2-8 syllables) before, during, and after stimulation. The primary outcome was change in pSTM capacity (ie, number of syllables maintained over a 5-second delay), estimated using a linear interpolation approach. We hypothesized that in-phase tACS would enhance, and anti-phase tACS would disrupt, pSTM capacity relative to sham.ResultsLME analyses reveal significant interactions between tACS condition and block (F(4, 91.9) = 2.65, P = .038), and post-hoc estimated marginal means comparisons show increased pSTM capacity during in-phase tACS versus sham (estimate = 0.71, t(92) = 2.26, P = .040) and anti-phase (estimate = 0.75, t(92) = 2.44, P = .040) conditions, only during the stimulation period. Differences between anti-phase and sham-tACS were not significant (estimate = -0.04, P = .901). Individual response to tACS was variable, with only 60% of SWA responding.ConclusionsThis study supports in-phase theta-tACS positively impacts pSTM. Larger studies are needed to confirm these findings and evaluate lasting effects to increase clinical relevance.
语音信息的短期维持对于语言的产生和理解是至关重要的,并且经常在中风失语症患者中受损。目的探讨经颅交流电刺激(tACS)对脑卒中失语症(SWA)患者语音短期记忆(pSTM)基础脑振荡活动的影响。方法在一项受试者内、单盲、假对照研究中,13名SWA在3种tACS条件下(同期、反期和假手术,各20分钟)接受针对左颞顶和下额区的theta-tACS (4-7 Hz)治疗。参与者在刺激前、刺激中和刺激后完成了一项适应性延迟匹配样本任务,该任务使用语音辅音-元音字符串(2-8个音节)。主要结果是pSTM容量的变化(即在5秒延迟内保持的音节数),使用线性插值方法估计。我们假设相对于假手术,同相tACS会增强pSTM能力,而反相tACS会破坏pSTM能力。结果slme分析显示tACS条件与block之间存在显著的交互作用(F(4,91.9) = 2.65, P =。038),事后估计的边际均值比较显示,与假手术相比,同期tACS期间pSTM容量增加(估计= 0.71,t(92) = 2.26, P =。040)和反相(估计= 0.75,t (92) = 2.44, P =。040)条件下,只有在刺激期间。anti-phase和sham-tACS之间的差异无统计学意义(估计= -0.04,P = .901)。个体对tACS的反应是可变的,只有60%的SWA有反应。结论本研究支持同相theta-tACS对pSTM有正向影响。需要更大规模的研究来证实这些发现并评估持久效果以增加临床相关性。
{"title":"Modulating Phonological Short-Term Memory in Stroke Survivors With Aphasia Using Transcranial Alternating Current Stimulation.","authors":"Katrina N Erickson, Sara B Pillay, Jeffrey R Binder, Priyanka P Shah-Basak","doi":"10.1177/15459683251395694","DOIUrl":"10.1177/15459683251395694","url":null,"abstract":"<p><p>BackgroundShort-term maintenance of phonological information is critical for language production and comprehension, and is often impaired in stroke survivors with aphasia.ObjectiveIn this pilot study, we investigated whether brain oscillatory activity underlying phonological short-term memory (pSTM) can be influenced by transcranial alternating current stimulation (tACS) in stroke survivors with aphasia (SWA).MethodsIn a within-subject, single-blinded, sham-controlled study, 13 SWA received theta-tACS (4-7 Hz) targeting left temporoparietal and inferior frontal regions across 3 tACS conditions (in-phase, anti-phase, and sham; 20 minutes each). Participants completed an adaptive delayed match-to-sample task with spoken consonant-vowel strings (2-8 syllables) before, during, and after stimulation. The primary outcome was change in pSTM capacity (ie, number of syllables maintained over a 5-second delay), estimated using a linear interpolation approach. We hypothesized that in-phase tACS would enhance, and anti-phase tACS would disrupt, pSTM capacity relative to sham.ResultsLME analyses reveal significant interactions between tACS condition and block (<i>F</i>(4, 91.9) = 2.65, <i>P</i> = .038), and post-hoc estimated marginal means comparisons show increased pSTM capacity during in-phase tACS versus sham (estimate = 0.71, <i>t</i>(92) = 2.26, <i>P</i> = .040) and anti-phase (estimate = 0.75, <i>t</i>(92) = 2.44, <i>P</i> = .040) conditions, only during the stimulation period. Differences between anti-phase and sham-tACS were not significant (estimate = -0.04, <i>P</i> = .901). Individual response to tACS was variable, with only 60% of SWA responding.ConclusionsThis study supports in-phase theta-tACS positively impacts pSTM. Larger studies are needed to confirm these findings and evaluate lasting effects to increase clinical relevance.</p>","PeriodicalId":94158,"journal":{"name":"Neurorehabilitation and neural repair","volume":" ","pages":"15459683251395694"},"PeriodicalIF":3.7,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12714305/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145770367","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}