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Verbal fluency tasks are widely used to assess language abilities and executive functions in both clinical and research settings. In post-stroke patients, prior research has indicated a significant hodological contribution to the neural basis of verbal fluency; however, this has largely been examined using lesion-based measures, predefined tractography approaches, and traditional diffusion metrics.
Methods:
Quantitative anisotropy-based structural connectometry derived from correlational tractography was employed to determine the white matter circuits underlying semantic and phonemic fluency in 44 patients with post-stroke aphasia.
Results:
Both task types were found to be linked to anterior frontal connections of left-hemisphere dorsal and ventral associative pathways, as well as domain-general projection pathways. However, visual inspection of the connectomes, supported by supplementary cross-control analyses, suggested differences in the relative emphasis and distribution of pathways, with phonemic fluency aligning more with the dorsal stream, while semantic fluency showed greater reliance on the ventral stream and a wider range of cortico-subcortical connections.
Conclusions:
The findings contribute to current understanding of the neural networks of verbal fluency in aphasia, with potential relevance for clinical practice and research.
Major depressive disorder (MDD) is associated with increased stroke risk and can be conceptualized in Traditional Chinese Medicine (TCM) as emotional constraint or “Qi Stagnation” that may contribute to “Blood Stasis.” However, the country-level ecological relationship between stroke burden and MDD prevalence remains unclear, and high-stroke settings may have under-recognized MDD because of differences in data availability, diagnostic practices, mental health services, and cultural symptom expression. This study quantifies this ecological association and interprets it through an Integrated Medicine framework.
Methods
Using Global Burden of Disease (GBD) 2023 data, we analyzed age-standardized stroke Disability-Adjusted Life Year (DALY) rates for all stroke and age-standardized prevalence rates for the GBD cause category of MDD across 204 countries and territories from 1990 to 2023. An exploratory Diagnostic Gap Score (ZStroke—ZMDD) was developed to identify countries and territories with disproportionate stroke burden relative to reported MDD prevalence.
Results
A negative ecological correlation emerged globally and strengthened over time (r = −0.059 in 1990 versus r = −0.218 in 2023, P = 0.002). The highest stroke burden quartile (Q4) reported lower MDD prevalence (2639.9/100 000) than the lowest quartile (3067.0/100 000; mean difference 427.1/100 000, 95% CI: 121.52 to 732.58), despite an 8.3% increase in stroke burden in Q4. The score identified clusters with disproportionate stroke burden relative to MDD prevalence in Eastern Europe, Southeast Asia, and Pacific Island settings.
Conclusions
Low reported MDD prevalence in high-stroke countries and territories suggests a potential diagnostic, reporting, or data-quality mismatch rather than biological protection. These ecological findings do not prove that undiagnosed MDD causes stroke burden, but they support culturally adapted mental health screening in primary care, stroke-prevention clinics, and community health settings, with referral pathways for those who screen positive.
This is the first Canadian study to examine practice patterns and perceptions of central retinal artery occlusion (CRAO) management among neurologists. An online survey was distributed nationwide to neurologists practicing in hyperacute stroke in Canada. Of 64 respondents, over half reported never having provided thrombolysis, although there was willingness to provide it if patients met the criteria. Ophthalmology support was deemed necessary in most cases of suspected CRAO to facilitate thrombolysis; however, virtual consultation would always be accepted by 41% of providers. These survey findings help to understand multidisciplinary practice patterns to develop educational strategies and inform future frameworks to guide care for patients with CRAO.
Dynapenic abdominal obesity (DAO), characterised by the combination of low muscle strength and abdominal fat accumulation, is an emerging health risk phenotype. Its association with incident stroke remains inadequately explored. This prospective cohort study investigated the relationship between DAO and new-onset stroke in middle-aged and older adults. We analysed data from the China Health and Retirement Longitudinal Study (CHARLS, n 10 153) and used the English Longitudinal Study of Ageing (ELSA, n 5421) for external validation, over a seven-year follow-up. Participants were categorised into four groups: no dynapenia or abdominal obesity (ND/NAO), isolated abdominal obesity, isolated dynapenia and DAO. After adjusting for socio-demographic, lifestyle and comorbidity factors, multivariable logistic regression revealed that DAO was significantly associated with a higher risk of stroke in both CHARLS (OR = 1·96, 95 % CI: 1·37–2·76, P < 0·001) and ELSA (OR = 2·38, 95 % CI: 1·11–5·10, P = 0·025) compared with the ND/NAO group. The risk conferred by DAO exceeded that of either condition in isolation. Stratified analysis suggested a potentially stronger association in urban Chinese men; however, effect modification was not statistically significant. We conclude that DAO is a significant, independent risk factor for stroke in both populations, with combined effects exceeding isolated conditions. This phenotype represents a practical, cross-population marker for clinicians and nutritionists to identify individuals at elevated stroke risk warranting targeted intervention, with potentially important implications for urban Chinese men.
This study aims to systematically identify and describe all randomized controlled trials (RCTs) evaluating post-stroke motor and cognitive rehabilitation conducted in Canada, within the broader context of global post-stroke rehabilitation research. The present secondary descriptive/bibliometric analysis used data derived from five integrated systematic reviews conducted by the same research group, from inception to 2024. A subset of data was examined in Canadian trials, including number of RCTs, sample size, participant sex, time post-stroke, methodological quality, intervention types and outcome measures. In total, 106 out of 3602 global RCTs were conducted in Canada. Canadian RCT relative contribution to global research has slowed down over time. Sample size was significantly smaller in the chronic post-stroke phase compared to acute and subacute phases in both Canadian (p = 0.013) and global trials (p < 0.001). Compared to global trials, Canadian RCTs had comparable sample size (p = 0.72) and methodological quality (p = 0.94) but were more likely to be conducted in the chronic phase (p = 0.001), evaluate exercise-based and rehabilitation-oriented interventions and assess activity and participation outcome measures. Chronic trials were more likely to be led by academic therapists (p = 0.031), while the acute and subacute trials were more likely to be led by academic physicians (p = 0.003). Canadian RCTs have made important contributions to stroke rehabilitation research. However, expanding research into earlier recovery phases, integrating technology-driven interventions and incorporating outcome measures across all three International Classification of Functioning, Disability and Health domains will be important to strengthening Canada’s impact and advancing stroke rehabilitation evidence.
Little is known about the combined association of physical activity (PA) and dietary quality (DQ) with stroke and its mortality outcomes. This study aims to investigate the individual and combined association of PA and DQ on odds of prevalent stroke and mortality among stroke survivors. We analysed data from 20 225 adults participating in the 2007–2018 National Health and Nutrition Examination Survey, including 838 stroke survivors. PA was measured by the self-reported metabolic equivalent to task (MET) minutes per week and DQ by Healthy Eating Index 2020 (HEI-2020). Logistic regression models evaluated associations with the odds of prevalent stroke, and Cox proportional hazards regression models assessed mortality risks among stroke survivors. Compared with no PA–lower DQ (reference), low PA–lower DQ (adjusted OR 0·49, 95 % CI 0·32–0·75), low PA–higher DQ (adjusted OR 0·56, 95 % CI 0·34–0·92), high PA–lower DQ (adjusted OR 0·66, 95 % CI 0·44–0·99) and high PA–higher DQ (adjusted OR 0·50, 95 % CI 0·34–0·73) were significantly associated with lower odds of stroke. Among stroke survivors, reduced mortality was observed for low PA–higher DQ (adjusted hazard ratio (HR) 0·43; 95 % CI 0·19–0·95), high PA–lower DQ (HR 0·36; 95 % CI 0·17–0·75) and high PA–higher DQ (HR 0·47; 95 % CI 0·27–0·83). This large observational study showed that a combination of appropriate PA and higher DQ is associated with reduced odds of stroke and mortality among stroke survivors. These findings support lifestyle modification as a strategy for stroke prevention and survivor care.
Stroke is a leading cause of death and a major contributor to long-term disability worldwide. Accurate stroke assessment is critical for both research and clinical care. In vivo neuroimaging modalities, particularly CT and MRI, are widely used and increasingly coupled with deep learning (DL) to improve stroke assessment. These approaches have matured rapidly and benefit from harmonized imaging protocols and growing multi-center datasets, but they remain limited in sensitivity to microinfarcts, subtle early ischemic changes, and cellular-level pathology. Digital pathology, through whole-slide imaging, offers unmatched tissue-level resolution and biological ground truth for validating imaging biomarkers, yet DL applications for infarct analysis in histopathology remain comparatively underdeveloped and data-limited, with most existing work focused on vascular morphometry or neurodegenerative pathology rather than infarct analysis. This review aims to provide insights from pathology, radiology, and computational sciences. We summarize dominant architectural trends in in vivo imaging, review emerging computational pathology approaches, and describe MRI-pathology correlation and ex vivo validation workflows. We further examine key translational challenges, including dataset scarcity, scanner and staining variability, demographic bias, computational feasibility, and limited external validation. Finally, we outline future directions emphasizing harmonized data infrastructure, multimodal integration, and emerging foundation models to enable scalable, biologically grounded, and equitable infarct assessment across clinical and research settings.
This is an emergency medicine oral boards case of an acute cerebellar infarction. In this case, a 72-year-old female presents to the emergency department with a chief complaint of at least 6 hours of constant dizziness, ataxia, and incoordination. Her exam is notable for bidirectional nystagmus, left upper extremity tremor, dysmetria, and dysdiadochokinesia and a wide-based unsteady gait. She also has a positive Rhomberg test. A noncontrast head CT is negative. A subsequent MRA/MRI of the brain reveals a left vertebral artery occlusion and an acute cerebellar infarction. Early critical actions in this case include the assessment for central causes of vertigo with a thorough history and neurologic exam, establishing time of onset, obtaining IV access and hemodynamic monitoring, ordering a noncontrast head CT and MRI/MRA of the brain, and obtaining immediate neurology and neurosurgery consultations. Blood pressure management with the goal of permissive hypertension (<220/120) is important. Once an ischemic infarction has been diagnosed, antiplatelet therapy with aspirin should be initiated. Because of the unknown time of onset (certainly more than 4.5 hours) this patient is not a candidate for thrombolytic treatment.
Neuropsychiatric disorders (NPDs) are a leading cause of disability worldwide. The predominantly plant-based EAT–Lancet diet has been proposed to confer neuropsychiatric benefits, yet evidence remains limited. This study synthesized associations between adherence to the EAT–Lancet diet and neuropsychiatric outcomes. We searched PubMed, Web of Science, Embase, Scopus, and ProQuest Dissertations and Theses Global through September 4, 2025. Observational studies reporting associations between EAT–Lancet adherence and NPDs were included. Binary outcomes were pooled as hazard ratios (HRs) or odds ratios (ORs), and continuous outcomes as regression coefficients (β). Subgroup, sensitivity, and publication-bias analyses were performed. Certainty of evidence was assessed using the Grading of Recommendations Assessment, Development and Evaluation framework (GRADE). Twenty-two cohort and six cross-sectional studies were included. Higher adherence to the EAT–Lancet diet was associated with lower risks of depression (OR 0.76; 95% CI 0.71–0.81), anxiety (OR 0.82; 0.76–0.89), stroke (HR 0.84; 0.76–0.92), and dementia (HR 0.96; 0.93–1.00), whereas no significant association was observed for global cognitive function (β 0.02; −0.01 to 0.06). Sensitivity analyses supported robustness. Certainty of evidence was very low for anxiety, depression, and cognition, and low for stroke and dementia. Greater adherence to the EAT–Lancet diet was associated with lower risks of depression, anxiety, stroke, and dementia. However, given the low certainty of evidence, findings should be interpreted cautiously. Further large prospective studies and randomized controlled trials are warranted to improve evidence quality and clarify the potential role of the EAT–Lancet diet in neuropsychiatric disease prevention.
In preparation for a planned change of Emergency Medical Services triaging of suspected stroke dispatch in Alberta, we conducted a modeling exercise to predict the return on investment (ROI) of switching from the current endovascular thrombectomy (EVT) within a 6 h window to a 24 h window.
Methods:
Using the Alberta Health Services administrative databases, we estimated the health service utilization (HSU) (including inpatient, outpatient, physician services and prescription drugs) cost of patients with stroke treated with EVT24h following the case-mix group plus methodology. The impact of EVT on HSU cost avoidance (B) and the cost (C) of EVT24h implementation were estimated, including costs for EVT procedure, diagnostic imaging and ambulance for all suspected strokes. Finally, ROI was calculated as the benefit divided by the cost (ROI = B/C). Threshold, deterministic and probabilistic sensitivity analyses were performed.
Results:
There were 288 patients treated with EVT24h between 2021/22 and 2023/24. The HSU cost per patient in the year following EVT treatment was estimated at $92,201. Given the impact of EVT was 30%, the benefit of EVT was estimated at $39,515. The cost of EVT24h implementation was $24,358 per EVT patient. Accordingly, ROI was estimated at 1.6 (ranged 0.7−2.0), and cost avoidance per patient was $15,157 (ranged − $8013 to $25,362). Given that there were 96 EVT24h per year, the cost avoidance for the health system would be $1.5 million annually. The probabilistic sensitivity analysis showed that the probability for EVT24h to be cost-avoidable (or ROI > 1) was 88.5%.
Conclusion:
The expansion of EVT from 6 to 24 h is expected to result in a positive ROI.
Evidence on the association between chronic hepatitis B virus (HBV) infection and stroke is limited, inconsistent, and confined predominantly to endemic regions in Asia. This study investigated the association between chronic HBV infection and stroke using data from the largest healthcare provider in Israel. All individuals aged 20 and older who were tested for hepatitis B surface antigen (HBsAg) between 2005 and 2023 were identified. Newly diagnosed HBV patients (HBsAg-positive) were propensity scorematched to non-HBV subjects (HBsAg-negative) in a 1:4 ratio and followed for stroke occurrence through 2024. The study included 20 544 HBV patients and 82 176 matched controls. Overall stroke was diagnosed in 472 HBV patients and 1 717 controls (incidence rates: 2.13 vs. 1.94 per 1 000 person-years). Hazard ratios were 1.09 (95% CI, 0.98–1.22) for overall stroke, 1.01 (0.89–1.14) for ischemic stroke, and 1.82 (1.35–2.45) for intracerebral hemorrhage (ICH). Ischemic stroke risk was specifically increased in younger individuals and females (p-for-interaction = 0.006 and 0.079, respectively). Results remained consistent when excluding patients with prior stroke. Exploratory analysis suggested hepatitis D coinfection is associated with increased ICH risk. In conclusion, chronic HBV infection was associated with significantly increased ICH risk, with subgroup-specific increases in ischemic stroke risk.
Using National Health and Nutrition Examination Survey data (2011–2020), we assessed the association between the nutritional risk index (NRI) and stroke risk among 22 839 adults (mean age, 49·61 (sd 17·07) years), including 910 individuals (3·98 %) with stroke. Weighted multivariable logistic regression and restricted cubic spline (RCS) analysis were used to characterise the association, with subgroup analyses to examine consistency across populations and mediation analyses to investigate the roles of lipid and inflammatory biomarkers. Higher continuous NRI was inversely associated with stroke, with each 1-unit increase associated with 4 % lower odds (OR = 0·96, 95 % CI: 0·95, 0·97), and participants in the highest NRI quartile (Q4) had a significantly lower stroke risk than those in the lowest NRI quartile (Q1) (OR 0·60, 95 % CI 0·42, 0·85). RCS analysis indicated a linear relationship (P for nonlinearity > 0·05), and the protective effect of higher NRI remained robust across nearly all subgroups examined. Mediation analyses revealed that total cholesterol, systemic immune-inflammation index, product of platelet and neutrophil count, neutrophil:lymphocyte ratio and lymphocyte:monocyte ratio each partially mediated the NRI–stroke association, with mediation effects ranging from 1·71 % to 13·65 %. These findings suggest that favourable nutritional status, reflected by higher NRI, is linked to lower stroke risk, with lipid metabolism and inflammation playing mediating roles in this association. Further longitudinal and mechanistic studies are warranted.
Intravenous thrombolysis for ischemic stroke after recent direct oral anticoagulant (DOAC) ingestion remains controversial due to hemorrhagic risk, limited rapid testing and inconsistent reversal strategies. We conducted an invite-only, web-based cross-sectional survey of Canadian stroke centers using a structured questionnaire. DOAC level testing was inconsistently available, with 9/13 centers (69%) reporting access but 8/13 centers (61%) reporting turnaround times exceeding 30 minutes. Consequently, 9/13 centers (69%) did not routinely use DOAC levels to guide thrombolysis decisions. Current practice demonstrates substantial variability and uncertainty, highlighting important evidence gaps and the potential role of clinical trials and consensus guideline development.
Apolipoprotein E (APOE), particularly the ϵ4 allele, is a well-established susceptibility gene for dementias. However, its role in other neurological diseases and injuries remains unclear. This study aims to evaluate APOE as a risk factor for nervous system conditions beyond dementias.
Methods:
A systematic review was conducted from inception to May 2025 across six databases: PubMed, Embase, CINAHL, APA PsycInfo, Web of Science and Cochrane. Studies were included if they employed clinical research methodologies, involved adult participants, completed APOE genotyping and examined APOE as a susceptibility gene in nervous system injuries other than dementias.
Results:
Thirty-three studies met inclusion criteria, encompassing stroke (n = 16), traumatic brain injury (n = 11), cranial or peripheral neuropathies (n = 4) and degenerative cervical myelopathy (n = 2). The ϵ4 allele was most consistently associated with increased susceptibility to intracerebral hemorrhage and chronic traumatic encephalopathy. In contrast, no relationship was observed between APOE and cerebral concussion risk. Findings across other conditions including ischemic and hemorrhagic stroke, subarachnoid hemorrhage, post-traumatic seizures, decompressive hemicraniectomy, degenerative cervical myelopathy and peripheral neuropathies were inconsistent or limited by small sample sizes.
Conclusion:
While the APOE genotype may influence susceptibility in intracerebral hemorrhage and chronic traumatic encephalopathy, further research is needed to clarify its broader role and underlying mechanisms in non-dementia nervous system diseases and injuries.
This study is a prospective observational study to systematically compare the effects of intermittent tube feeding and thickened feeding on dehydration status, thirst degree and quality of life in patients with dysphagia after stroke. A total of forty-eight patients with dysphagia after stroke were selected and divided into intermittent tube feeding group (twenty-four cases) and thickened feeding group (twenty-four cases). The grouping was based on the nutritional intake mode after clinical decision-making. Participants were selected from the Affiliated Brain Hospital of Nanjing Medical University and the First Affiliated Hospital of Nanjing Medical University. All enrolled patients received conventional treatment and nursing measures and were treated for 2 weeks. The dehydration status was evaluated by plasma osmotic pressure. The degree of thirst is evaluated by the Numerical Rate Scale. Total protein and Hb are used to assess nutritional status; The Functional Oral Intake Scale (FOIS) assesses swallowing function. The Swallowing Quality of Life Scale (SWAL-QOL) was used to assess the quality of life. After 2 weeks of treatment, the improvement in dehydration and thirst in intermittent tube feeding group was better than that in thickened feeding group (P < 0·05). The FOIS and SWAL-QOL scores of both groups of patients improved compared with those before treatment (P < 0·05). Intermittent tube feeding can improve the dehydration status of patients with dysphagia after stroke, relieve thirst and enhance swallowing function and quality of life. The study may provide a more comprehensive basis for the selection of clinical nutritional support plans.
This study aims to evaluate differences in healthcare utilization among patients with ischemic stroke in metropolitan versus non-metropolitan Manitoba.
Methods:
This study is a population-level analysis using the Discharge Abstract Database from Manitoba. The database includes all patients who received care in a Manitoba facility for ischemic stroke between April 2019 and March 2023. Data were collected on patient demographics, comorbidities and geographical location of stroke presentation (metropolitan Winnipeg vs non-metropolitan). Outcomes included length of stay (LOS), treatment, discharge disposition and mortality. Regression analysis was performed to analyze outcomes, adjusting for age, sex and comorbidities.
Results:
3704 (71.6%) patients were admitted in Winnipeg, and 1471 (28.4%) patients were admitted in non-metropolitan Manitoba. Patients presenting to Winnipeg were younger (mean age 72.3 vs 74.3 years) and had higher rates of atrial fibrillation, hypertension, diabetes, chronic kidney disease and heart failure. Patients presenting to Winnipeg had a shorter LOS (16.1 days vs 18.4 days, coefficient 0.05, 95% CI −4.54 to −1.27), had higher rates of intravenous thrombolysis (adjOR 5.13, 95% CI 3.85–6.84), were less likely to be discharged home (39.8% vs 57.5%, adjOR 0.47, 95% CI 0.41–0.53) and were more likely to be transferred for inpatient stroke rehabilitation (adjOR 3.46, 95% CI 2.64–4.54). There were no differences in in-hospital mortality. There was a higher incidence of stroke in Winnipeg compared to non-metropolitan Manitoba (F-statistic 23.84, p = 0.0028).
Conclusions:
This study illustrates differences in healthcare utilization outcomes between patients living in metropolitan Winnipeg versus non-metropolitan Manitoba presenting with ischemic stroke.
Sensory burden, a momentary experience of being bothered by sensory stimuli, is a frequent challenge following acquired brain injury (ABI). This study quantitatively tested a theoretical model conceptualizing sensory burden as a dynamic interaction between situational triggers and an individual’s biopsychosocial resources using an experience sampling method.
Method:
41 individuals with ABI (median age = 59 years, median time since injury = 6.3 years) provided real-time data at seven semi-random intervals per day over seven consecutive days. Multilevel regression modeling assessed the influence of situational triggers (setting, company, effort, activity dissatisfaction, and negative affect) and individual resources (processing speed, fatigue, and sleep quality) on sensory burden.
Results:
Momentary fluctuations in sensory burden varied in severity and variability across individuals. Sensory burden was associated with higher levels of negative affect (β = .58, p < .01), activity dissatisfaction (β = .07, p < .01), effort (β = .09, p < .01), and being in company (β = .39, p < .01). Moreover, sensory burden was related to slower processing speed (β = −0.04, p = .02) and higher fatigue (β = .19, p < .01). However, no interaction effects were found. Effort was the only positive, significant between-person predictor (β = .56, p < .01).
Conclusions:
These findings underscore the dynamic and individualized nature of sensory burden after ABI, emphasizing the need for personalized interventions targeting sensory hypersensitivity. Future research should explore additional triggers, resources, and causal pathways to further elucidate the proposed mechanisms and inform treatment development.
Stroke remains a major public health issue globally. Tele-rehabilitation, incorporating internet-based interventions and wearable devices, offers an accessible strategy for post-discharge rehabilitation. This study evaluates their effectiveness in stroke patients.
Methods:
A total of 160 subacute stroke patients hospitalized between November 2022 and September 2023 were enrolled and randomly allocated to four groups at discharge (n = 40 per group): a control group receiving conventional rehabilitation, an internet-based tele-rehabilitation (ITR) group, a wearable-device-assisted (WDA) group and a combined intervention (IWT) group, which received both ITR and WDA training. The primary outcome was assessed by the Modified Barthel Index (MBI) at discharge, 4 weeks and 12 weeks post-discharge, with the 12-week score prespecified as the primary endpoint. Secondary outcomes included Berg Balance Scale (BBS), simplified Fugl-Meyer Assessment (sFMA), Hamilton Anxiety Scale (HAMA), Hamilton Depression Scale (HAMD), Mini-Mental State Examination (MMSE) and Zarit Burden Interview (ZBI), all assessed at discharge, 4 weeks and 12 weeks post-discharge.
Results:
At baseline, no significant differences were observed among groups (P > 0.05). Over 12 weeks, all intervention groups demonstrated significant improvements in MBI, BBS and sFMA compared to the control group (P < 0.05), with the IWT group achieving the greatest gains (P < 0.01). Anxiety, depression and caregiver burden significantly decreased across intervention groups, with the IWT group showing the most pronounced reductions (P < 0.01). Cognitive function also improved significantly, particularly in the IWT group (P < 0.01).
Conclusion:
ITR and WDA training enhances functional and psychological recovery in stroke patients, highlighting its potential clinical significance in managing stroke recovery.