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1.
Brain Res ; 1821: 148587, 2023 12 15.
Article in English | MEDLINE | ID: mdl-37739331

ABSTRACT

BACKGROUND: In cases of immune-mediated neurological disorders (IMND), different syndromes are associated with antibodies against neuronal surface antigens, intra-neuronal antigens, astrocytic aquaporin, and gangliosides. These autoantibodies can be pathogenic or connected to neuroinflammation and resulting neuronal injuries. This study aims to identify a blood biomarker that can detect neuronal damage in individuals with IMND. To this end, we use immunomagnetic reduction (IMR) nanobead technology to measure plasma neurofilament light chain (NfL). METHODS: The patients with IMND were enrolled in the Chang Gung Memorial Hospital at Keelung from 2018 to 2023. Seronegative patients were excluded based on the results of antibody tests. The healthy controls (HC) were community-dwelling adults from the Northeastern Taiwan Community Medicine Research Cohort (NTCMRC) conducted by the Community Medicine Research Center of the Keelung CGMH from 2020 to 2022. IMR technique detects magnetic susceptibility via measuring magnetic signal reduction caused by antigen-antibody immunocomplex formation on magnetic nanobeads. The plasma level of NfL was determined by the magnetic susceptibility changes in IMR. RESULTS: The study enrolled 57 IMND patients from the hospital and 73 HC participants from the communities. The plasma NfL was significantly higher in the IMND than in the HC (11.022 ± 2.637 vs. 9.664 ± 2.610 pg/mL, p = 0.004), regardless of age effects on plasma NfL in an analysis of covariance (ANCOVA) (F = 0.720, p = 0.950). In the receiver of operation curve analysis, the area under curve for plasma NfL to discriminate IMND and HC was 0.664 (95% CI = 0.549 to 0.739, p = 0.005). The subgroup analysis of plasma NfL in the IMND patients showed no difference between peripheral immune-mediated neuropathy (IMN) and central immune-mediated encephalomyelitis (IMEM) (11.331 ± 2.895 vs. 10.627 ± 2.260 pg/mL, p = 0.322), nor between tumor and non-tumor IMND (10.784 ± 3.446 vs. 11.093 ± 2.391 pg/mL, p = 0.714). Additionally, the antibody class of ganglioside antibodies in IMN did not have an impact on plasma NfL level (p = 0.857). CONCLUSION: Plasma NfL measurement is a reliable indicator of axonal injuries in patients with IMND. It is equally effective in detecting nerve injuries in inflammatory peripheral neuropathies and central neuroinflammation. The IMR nanobead technology offers a feasible method of detecting plasma NfL, which helps identify axonal injuries in IMND.


Subject(s)
Peripheral Nervous System Diseases , Adult , Humans , Axons , Biomarkers , Intermediate Filaments , Neurofilament Proteins , Neuroinflammatory Diseases , Neurons
2.
Front Neurol ; 12: 720794, 2021.
Article in English | MEDLINE | ID: mdl-34539561

ABSTRACT

This case series reported a group of patients with Guillain-Barré syndrome (GBS) and their plasma cytokine changes before and after immunotherapy. We aimed to understand GBS's pathogenesis and pathophysiology through observing the interval differences of the representative cytokines, which were the thymus and activation regulated chemokine (TARC) for T-cell chemotaxis, CD40 ligand (CD40L) for cosimulation of B and T cells, activated complement component C5/C5a, and brain-derived neurotrophic factor (BDNF) for survival and regenerative responses to nerve injuries. The fluorescence magnetic bead-based multiplexing immunoassay simultaneously quantified the five cytokines in a single sample. From June 2018 to December 2019, we enrolled five GBS patients who had completed before-after blood cytokine measurements. One patient was diagnosed with paraneoplastic GBS and excluded from the following cytokine analysis. The BDNF level decreased consistently in all the patients and made it a potential biomarker for the acute stage of GBS. Interval changes of the other four cytokines were relatively inconsistent and possibly related to interindividual differences in the immune response to GBS triggers, types of GBS variants, and classes of antiganglioside antibodies. In summary, utilizing the multiplexing immunoassay helps in understanding the complex immune mechanisms of GBS and the variation of immune responses in GBS subtypes; this method is feasible for identifying potential biomarkers of GBS.

3.
Eur Neurol ; 84(1): 31-37, 2021.
Article in English | MEDLINE | ID: mdl-33361700

ABSTRACT

BACKGROUND: The coincidence of coronary artery disease (CAD) and carotid artery stenosis (CAS) was observed. However, the association between pre-existing CAD and ischemic stroke (IS) outcome in patients with high-grade CAS remains unclear. We aimed to investigate the association between pre-existing CAD and outcomes of acute IS patients with high-grade CAS. METHODS: From January 1, 2007, to April 30, 2012, we enrolled 372 acute IS patients with high-grade CAS and prospectively observed them for 5 years. Demographic features, vascular risk factors, comorbidities, and outcomes were compared between patients with and without pre-existing CAD. RESULTS: Among 372 individuals, 75 (20.2%) patients had pre-existing CAD and 297 (79.8%) patients did not have pre-existing CAD. The prevalence rates of hypertension, congestive heart failure, chronic kidney disease, and gout in patients with pre-existing CAD were significantly higher than in those without pre-existing CAD (p = 0.017, p < 0.001, p = 0.002, and p < 0.001, respectively). The multivariate Cox proportional hazards model revealed that pre-existing CAD was a significant risk factor for a 5-year all-cause mortality in acute IS patients with high-grade CAS (hazard ratio = 2.26; 95% confidence interval = 1.35-3.79; p = 0.002). CONCLUSION: Pre-existing CAD was associated with an increased risk of 5-year mortality in acute IS patients with high-grade CAS. Intensive treatment for the pre-existing CAD may reduce long-term mortality in acute IS patients with high-grade CAS.


Subject(s)
Carotid Stenosis , Coronary Artery Disease , Endarterectomy, Carotid , Stroke , Carotid Stenosis/complications , Carotid Stenosis/epidemiology , Coronary Artery Disease/complications , Coronary Artery Disease/epidemiology , Humans , Proportional Hazards Models , Risk Factors , Stents , Stroke/complications , Stroke/epidemiology , Treatment Outcome
4.
Brain Behav ; 10(3): e01540, 2020 03.
Article in English | MEDLINE | ID: mdl-31985135

ABSTRACT

INTRODUCTION: 18 F-fluorodeoxyglucose (FDG)-PET metabolic patterns of brain differ among autoimmune encephalitis with different neuronal surface antigens. In this case report, we compared the topographical relationship of cerebral glucose metabolism and antigen distribution in the patients with anti-NMDAR and anti-AMPAR encephalitis. Literature review summarized the common features of brain metabolism of autoimmune encephalitis. METHODS: The cerebral glucose metabolism was evaluated by FDG-PET/CT during acute-to-subacute stage of autoimmune encephalitis and after treatment. The stereo and quantitative analysis of cerebral metabolism used standardized z-score and visualized on three-dimensional stereotactic surface projection. To map NMDAR and AMPAR in human brain, we adopted genetic atlases from the Allen Institute and protein atlases from Zilles's receptor densities. RESULTS: The three-dimensional stereotactic surface projection displayed frontal-dominant hypometabolism in a 66-year-old female patient with anti-AMPAR encephalitis and occipital-dominant hypometabolism in a 29-year-old female patient with anti-NMDAR encephalitis. Receptor density maps revealed opposite frontal-occipital gradients of AMPAR and NMDAR, which reflect reduced metabolism in the correspondent encephalitis. FDG-PET hypometabolic areas possibly represent receptor hypofunction with spatial correspondence to receptor distributions of the autoimmune encephalitis. The reversibility of hypometabolism was in line with patients' cognitive improvement. The literature review summarized six features of metabolic anomalies of autoimmune encephalitis: (a) temporal hypermetabolism, (b) frontal hypermetabolism and (c) occipital hypometabolism in anti-NMDAR encephalitis, (d) hypometabolism in association cortices, (e) sparing of unimodal primary motor cortex, and (e) reversibility in recovery. CONCLUSIONS: The distinct cerebral hypometabolic patterns of autoimmune encephalitis were representative for receptor hypofunction and topographical distribution of antigenic receptors. The reversibility of hypometabolism marked the clinical recovery of autoimmune encephalitis and made FDG-PET of brain a valuable diagnostic tool.


Subject(s)
Anti-N-Methyl-D-Aspartate Receptor Encephalitis/diagnostic imaging , Brain/diagnostic imaging , Encephalitis/diagnostic imaging , Hashimoto Disease/diagnostic imaging , Positron Emission Tomography Computed Tomography , Adult , Aged , Anti-N-Methyl-D-Aspartate Receptor Encephalitis/immunology , Anti-N-Methyl-D-Aspartate Receptor Encephalitis/metabolism , Brain/immunology , Brain/metabolism , Encephalitis/immunology , Encephalitis/metabolism , Female , Fluorodeoxyglucose F18 , Hashimoto Disease/immunology , Hashimoto Disease/metabolism , Humans , Receptors, AMPA/immunology , Receptors, N-Methyl-D-Aspartate/immunology
5.
J Stroke Cerebrovasc Dis ; 27(11): 3365-3372, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30154052

ABSTRACT

BACKGROUND: The clinical presentations and outcomes of patients with high-grade stenosis of internal carotid artery (ICA) are highly variable. We investigate the influence of different stroke severity on outcomes of ischemic stroke patients with high-grade stenosis of ipsilateral ICA. METHODS: 372 acute first-ever ischemic stroke patients with high-grade stenosis (70%-99%) or occlusion of ipsilateral ICA were enrolled and followed up for 5years. Stroke severities of the enrolled patients were grouped according to the Oxfordshire Community Stroke Project classification system as total anterior circulation infarcts (TACI) or non-TACI. Demographic features, vascular risk factors, comorbidities, and outcomes were compared between the 2 groups. RESULTS: A total of 71 patients (19.1%) were presented with TACI. Of laboratory data, the values of white blood cell count and high-sensitivity C-reactive protein were significantly higher in patients with TACI (P = .008 and P = .003, respectively). Of clinical course, the occurrence of initial impaired conscious, stroke-in-evolution, pneumonia, gastrointestinal bleeding, and urinary tract infection were significantly higher in patients with TACI. The prevalence of dependent functional status was higher in patients with TACI. Multivariate Cox regression revealed that TACI is a significant predictor of 5-year all-cause mortality in first-ever ischemic stroke patients with high-grade stenosis of ipsilateral ICA (HR [hazard ratio] = 3.66, 95% confidence interval = 2.23-6.00, P < .001). CONCLUSIONS: TACI is associated with increased risk of 5-year mortality in ischemic stroke patients with high-grade stenosis of ipsilateral ICA. Intensive medical treatment for stroke prevention in patients with severe carotid artery stenosis is warranted.


Subject(s)
Brain Ischemia/mortality , Carotid Artery, Internal , Carotid Stenosis/mortality , Stroke/mortality , Aged , Aged, 80 and over , Brain Ischemia/diagnostic imaging , Carotid Artery, Internal/diagnostic imaging , Carotid Stenosis/diagnostic imaging , Chi-Square Distribution , Female , Humans , Kaplan-Meier Estimate , Logistic Models , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Prevalence , Prognosis , Proportional Hazards Models , Risk Assessment , Risk Factors , Severity of Illness Index , Stroke/diagnostic imaging , Taiwan/epidemiology , Time Factors
6.
J Stroke Cerebrovasc Dis ; 25(11): 2660-2667, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27480821

ABSTRACT

BACKGROUND: Diabetes mellitus (DM) is a risk factor for atrial fibrillation (AF) and is known to be an important risk factor for death from stroke. The influence of AF on long-term outcomes in patients with ischemic stroke remains controversial. To clarify the exact influence of AF on stroke outcome and exclude the effect from DM, we investigated the influence of AF on the 3-year outcomes of nondiabetic patients with acute first-ever ischemic stroke. METHODS: Five-hundred seventy-four nondiabetic patients with acute first-ever ischemic stroke were enrolled and had been followed for 3 years. Patients were divided into 2 groups according to whether AF was diagnosed or not. Clinical presentations, risk factors for stroke, laboratory data, comorbidities, and outcomes were recorded. RESULTS: A total of 107 patients (18.6%) had AF. The age was significantly older in patients with AF. Total anterior circulation syndrome occurred more frequently among patients with AF (P < .001). The mean length of stay in the acute ward was significantly higher in patients with AF (P < .001). Furthermore, dependent functional status following discharge was higher in patients with AF (P < .001). Multivariate Cox regression revealed that AF is a significant predictor of 3-year all-cause mortality (hazard ratio = 1.98, 95% confidence interval = 1.07-3.67, P = .022). CONCLUSIONS: AF is associated with increased risk of 3-year mortality in nondiabetic patients with acute first-ever ischemic stroke. Careful cardiac evaluation and treatment are essential in patients with AF and stroke.


Subject(s)
Atrial Fibrillation/mortality , Brain Ischemia/mortality , Stroke/mortality , Age Factors , Aged , Aged, 80 and over , Atrial Fibrillation/diagnosis , Atrial Fibrillation/therapy , Brain Ischemia/diagnosis , Brain Ischemia/therapy , Chi-Square Distribution , Comorbidity , Female , Humans , Kaplan-Meier Estimate , Length of Stay , Logistic Models , Male , Middle Aged , Multivariate Analysis , Prevalence , Proportional Hazards Models , Risk Assessment , Risk Factors , Stroke/diagnosis , Stroke/therapy , Taiwan/epidemiology , Time Factors
7.
J Clin Neurosci ; 33: 124-128, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27436765

ABSTRACT

The influence of pneumonia in acute stroke stage on the clinical presentation and long-term outcomes of patients with acute ischemic stroke is still controversial. We investigate the influence of pneumonia in acute stroke stage on the 3-year outcomes of patients with acute first-ever ischemic stroke. Nine-hundred and thirty-four patients with acute first-ever ischemic stroke were enrolled and had been followed for 3years. Patients were divided into two groups according to whether pneumonia occurred during acute stroke stage or not. Clinical presentations, risk factors for stroke, laboratory data, co-morbidities, and outcomes were recorded. The result showed that a total of 100 patients (10.7%) had pneumonia in acute stroke stage. The prevalence of older age, atrial fibrillation was significantly higher in patients with pneumonia in acute stroke stage. Total anterior circulation syndrome and posterior circulation syndrome occurred more frequently among patients with pneumonia in acute stroke stage (P<0.001 and P=0.009, respectively). Multivariate Cox regression revealed that pneumonia in acute stroke stage is a significant predictor of 3-year mortality (hazard ratio=6.39, 95% confidence interval=4.03-10.11, P<0.001). In conclusion, pneumonia during the acute stroke stage is associated with increased risk of 3-year mortality. Interventions to prevent pneumonia in acute stroke stage might improve ischemic stroke outcome.


Subject(s)
Brain Ischemia/complications , Brain Ischemia/mortality , Pneumonia/complications , Pneumonia/mortality , Stroke/complications , Stroke/mortality , Aged , Aged, 80 and over , Atrial Fibrillation/complications , Female , Follow-Up Studies , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prevalence , Risk Factors
8.
Medicine (Baltimore) ; 94(28): e1128, 2015 Jul.
Article in English | MEDLINE | ID: mdl-26181549

ABSTRACT

The cerebrovascular safety and efficacy of sitagliptin, a dipeptidyl peptidase-4 inhibitor, in patients with type 2 diabetes mellitus (T2DM) with ischemic stroke remains uncertain. The aim of this study was to assess the efficacy and safety of sitagliptin in patients with T2DM with recent ischemic stroke. We analyzed data from the Taiwan National Health Insurance Research Database between March 1, 2009, and December 31, 2011. Ischemic stroke patients were identified from individuals with T2DM. Patients who received sitagliptin were compared with those who did not to evaluate the cardiovascular safety and efficacy of sitagliptin. The primary outcome was a composite of ischemic stroke, myocardial infarction, or cardiovascular death. A total of 5145 type 2 diabetic patients with ischemic stroke met our inclusion criteria and were followed for up to 2.83 years (mean, 1.17 years). Overall, 1715 patients (33.3%) received sitagliptin and 3430 patients (66.7%) did not. The primary composite outcome occurred in 190 patients in the sitagliptin group (11.1%) and in 370 patients in the comparison group (10.8%) (hazard ratio [HR] = 1.02; 95% confidence interval [CI], 0.85-1.21). Patients treated with sitagliptin had a similar risk of ischemic stroke, hemorrhagic stroke, and all-cause mortality with an HR of 0.95 (95% CI, 0.78-1.16, P = 0.612), 1.07 (95% CI, 0.55-2.11, P = 0.834), and 1.00 (95% CI, 0.82-1.22, P = 0.989), respectively, compared with patients not treated with sitagliptin. Treatment with sitagliptin in type 2 diabetic patients with recent ischemic stroke was not associated with increased or decreased risks of adverse cerebrovascular outcomes.


Subject(s)
Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Pyrazines/therapeutic use , Stroke/prevention & control , Triazoles/therapeutic use , Aged , Cohort Studies , Female , Humans , Male , Middle Aged , Sitagliptin Phosphate , Stroke/chemically induced , Treatment Outcome
9.
Clin Neurol Neurosurg ; 137: 15-21, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26117593

ABSTRACT

OBJECTIVE: The influence of renal dysfunction on the clinical presentation and outcomes of patients with acute ischemic stroke is still controversial. We investigate the influence of renal dysfunction on the outcomes of patients with acute first-ever ischemic stroke. METHODS: Nine-hundred thirty-four patients with acute first-ever ischemic stroke were enrolled and followed for 3 years. Renal function was assessed using the equation of the Modification Diet for Renal Disease for estimated glomerular filtration rate (eGFR). Serum creatinine levels were obtained within 3 days of acute stroke onset. Reduced eGFR was defined as eGFR<60ml/min/1.73m(2). Clinical presentation, risk factors for stroke, laboratory data, co-morbidities, and outcomes were recorded. RESULTS: Total 264 patients (28.3%) had a reduced eGFR. The prevalence of older age, hypertension, and atrial fibrillation was significantly higher in patients with a reduced eGFR. Total anterior circulation syndrome occurred more frequently among patients with a reduced eGFR (P=0.010). Multivariate Cox regression revealed that a reduced eGFR is a significant predictor of 3-year mortality (HR=1.67, 95% CI=1.06-2.62, P=0.026). CONCLUSION: Reduced eGFR during the acute stroke stage is associated with increased risk of 3-year mortality. Furthermore, risk of acute complications and poor functional outcomes following discharge was significantly higher in patients with a reduced eGFR.


Subject(s)
Atrial Fibrillation/complications , Brain Ischemia/complications , Glomerular Filtration Rate/physiology , Kidney Diseases/complications , Stroke/complications , Stroke/mortality , Adult , Aged , Aged, 80 and over , Atrial Fibrillation/mortality , Female , Humans , Kidney Diseases/mortality , Male , Middle Aged , Risk Factors , Time Factors
10.
Clin Neurol Neurosurg ; 115(8): 1446-50, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23419407

ABSTRACT

OBJECTIVES: We aimed to investigate the effect of hypercholesterolemia on recovery after acute ischemic stroke. METHODS: Data of 3048 patients admitted for acute ischemic stroke from January to December 2009 were collected from the Stroke Registry in the Chang Gung Healthcare System. Baseline characteristics of patients with and without hypercholesterolemia were compared. The association of hypercholesterolemia with neurological severity and recovery was analyzed using multivariate logistic regression. The patients were then divided on the basis of age for subgroup analysis. RESULTS: The number of patients with and without a history of hypercholesterolemia was 474 (15.6%) and 2574 (84.4%), respectively. Univariate analysis showed that patients with hypercholesterolemia had a lower National Institutes of Health Stroke Scale (NIHSS) score on admission (p=0.004). However, during hospitalization, these patients displayed less improvement in their NIHSS score (p=0.002). These results remained significant in multivariate logistic regression analysis (p<0.001 and p=0.002, respectively). Subgroup analysis showed a similar association for hypercholesterolemia in both younger (age<70) and older (age≥70) age groups. CONCLUSIONS: Acute ischemic stroke in patients with hypercholesterolemia was correlated with reduced severity on admission and less favorable recovery during hospitalization, regardless of age.


Subject(s)
Hypercholesterolemia/physiopathology , Recovery of Function/physiology , Stroke/physiopathology , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Hypercholesterolemia/complications , Lipids/blood , Logistic Models , Male , Middle Aged , Nervous System Diseases/etiology , Nervous System Diseases/physiopathology , Prognosis , Registries , Risk Factors , Stroke/complications , Treatment Outcome , Young Adult
11.
Parkinsonism Relat Disord ; 18(5): 609-11, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22123311

ABSTRACT

''Leucine-rich repeat (LRR) and immunoglobulin (Ig) domain containing, Nogo receptor-interacting protein-1'' also known as LINGO-1 is a protein encoded by the LINGO-1 gene in human. LINGO-1 protein has been demonstrated to play a role in the structural plasticity and integrity of dopaminergic neurons as well as their survival in animal models of Parkinson's disease (PD). The LINGO family includes LINGO-1 to LINGO-4. In two of them, LINGO-1 and LINGO-2 expressions are detectable in the adult mouse brain and appear to be restricted to neuronal tissue. Given the high degree of homology between the LINGO-1 and LINGO-2 proteins, LINGO-1 and its paralog LINGO-2 are reasonable candidate genes for PD. Recently, some variants of LINGO-1 and LINGO-2 have been reported as risk factors for developing PD in some Caucasian populations, but which has not been confirmed in others. In this study we aimed to assess whether the LINGO-2 variant (rs10968280) is associated with PD among Taiwanese. We examined the SNP of LINGO-2 gene (rs10968280 (T > A)) in a total of 457 PD patients (44.9% female) and 378 controls (44.9% female) recruited from neurology clinics at Linkou Chang-Gung Memorial Hospital. The frequencies of rs10968280 genotypes and alleles were similar between the PD and control group. Stratification by age at onset (<50 and ≥ 50 years) and sex also demonstrated no differences in the minor allele (A) frequency in either cohort. We conclude that the LINGO-2 variant rs109668280 does not contribute to the risk of developing PD in Taiwan.


Subject(s)
Cell Adhesion Molecules, Neuronal/genetics , Genetic Predisposition to Disease/genetics , Parkinson Disease/genetics , Polymorphism, Single Nucleotide/genetics , Adult , Aged , Aged, 80 and over , Chi-Square Distribution , Female , Gene Frequency , Genotype , Humans , Male , Middle Aged , Taiwan , Young Adult
12.
J Neurol Sci ; 308(1-2): 94-7, 2011 Sep 15.
Article in English | MEDLINE | ID: mdl-21665225

ABSTRACT

OBJECTIVES: This study investigated the impact of smoking on the initial severity of acute ischemic stroke and examined its subsequent outcome. METHODS: Patient data was collected from the Stroke Registry in the Chang Gung Healthcare System (SRICHS). A total of 2650 patients admitted for acute ischemic stroke from January to December 2009 were included. Baseline characteristics were compared between smokers and non-smokers. Factors affecting the initial severity and the recovery from neurological deficit were examined by logistic regression analysis. The patients were further divided according to stroke mechanism for subgroup analysis. RESULTS: The total number of smokers and non-smokers was 817 (31.9%) and 1833 (69.1%), respectively. Univariate analysis showed that smokers had lower NIHSS scores on admission than did non-smokers (P<0.001). In subgroup analysis, smokers with small-vessel occlusions frequently had higher NIHSS scores on admission than did non-smokers (P=0.001). However, smokers with cardioembolic stroke had lower NIHSS scores on admission as compared to non-smokers (P=0.024). No subgroup had smoking as a significant factor for neurological recovery during hospitalization. CONCLUSIONS: Smoking correlated with higher NIHSS scores on admission for small-vessel occlusion. Conversely, it was associated with lower NIHSS scores on admission for cardioembolism.


Subject(s)
Brain Ischemia/epidemiology , Brain Ischemia/pathology , Severity of Illness Index , Smoking/adverse effects , Stroke/epidemiology , Stroke/pathology , Aged , Aged, 80 and over , Brain Ischemia/diagnosis , Female , Humans , Male , Middle Aged , Registries , Risk Factors , Stroke/diagnosis
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