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Yang J, Wu C, Jin Y, Hu M, Lin Y, Yao Q, Zhu C. Long-term outcomes among ischemic stroke TOAST subtypes: A 12-year Cohort study in China. J Stroke Cerebrovasc Dis 2024; 33:107783. [PMID: 38896973 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Revised: 05/12/2024] [Accepted: 05/20/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Disparities in short-term ischemic stroke (IS) prognosis among Trial of Org 10172 in Acute Stroke Treatment (TOAST) subtypes were observed. Notably, little is known about the long-term prognosis of different subtypes in China. We aim to investigate the long-term outcome in IS patients and try to explore the potential interactive effects between IS subtypes and antithrombotic therapy. METHODS This is a prospective cohort of stroke survivors. Patients diagnosed with first-ever IS at the Department of Neurology, West China Hospital, Sichuan University from January 2010 to December 2019 were recruited. They were followed until September 2022 to assess recurrence, mortality, and functional recovery. The multivariate Fine-Gray model assessed stroke recurrence, while Cox regression estimated hazard ratios. Modified Rankin Scale scores(mRS) were analyzed using the generalized linear mixed effects model. RESULTS At baseline, 589 of 950 participants (62.00 %) were male. The longest follow-up was 150 months, the shortest was 1.5 months, and the median follow-up was 81.0 months. Cardio-embolism (CE) bore the highest mortality risk compared to large artery atherosclerosis (LAA) (HR=4.43,95 %CI 1.61-12.23). Among survivors on anticoagulant therapy, CE exhibited a reduced risk of mortality (HR = 0.18, 95 % CI 0.04-0.80). In function recovery, small artery occlusion (SAO) demonstrated more favorable prognostic outcomes (β=-2.08, P<0.01, OR=0.13,95 %CI 0.03-0.47). Among survivors taking antiplatelet drugs, SAO demonstrated a slower pace of functional recovery compared to LAA (β=1.39, P=0.05, OR=3.99,95 %CI 1.01-15.74). CONCLUSIONS Long-term outcomes post-first IS vary among TOAST subtypes. Anticoagulant therapy offers long-term benefits among patients of the CE. However, prolonged administration of antiplatelet drugs among SAO patients may be limited in improving function recovery. Physicians should carefully consider treatment options for different IS subtypes to optimize patient outcomes and stroke care effectiveness.
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Affiliation(s)
- Jing Yang
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University 610041, PR China
| | - Chenyao Wu
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University 610041, PR China; Public Health Center, Tianfu New Area Disease Prevention and Control Center, Sichuan, PR China
| | - Yu Jin
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University 610041, PR China
| | - Meijing Hu
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University 610041, PR China
| | - Yidie Lin
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University 610041, PR China
| | - Qiang Yao
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University 610041, PR China
| | - Cairong Zhu
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University 610041, PR China.
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Langanay L, Gonzalez Sanchez R, Hamroun A, Dauchet L, Amouyel P, Dallongeville J, Meirhaeghe A, Gauthier V. Ischemic stroke subtypes: risk factors, treatments, and 1-month prognosis - The Lille, France Stroke Registry. J Stroke Cerebrovasc Dis 2024; 33:107761. [PMID: 38723923 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 05/02/2024] [Accepted: 05/05/2024] [Indexed: 05/23/2024] Open
Abstract
OBJECTIVES First, this registry-based study aimed to comprehensively analyze patients' medical histories and treatments based on ischemic strokes' etiology. We focused on the management of atrial fibrillation among patients diagnosed with cardioembolic stroke. Then, our objective was to identify prognostic factors associated with 28-day mortality. MATERIALS AND METHODS All ischemic strokes occurring in adults between 2014 and 2021 in Lille, France, were categorized using the TOAST classification. Comparative analyses of patients' medical characteristics were conducted across subtypes. Survival rates within 28 days post-stroke were assessed, and factors influencing mortality were identified using a multivariate Cox model. RESULTS 1912 ischemic strokes were recorded, due to cardioembolism (36%), large-artery atherosclerosis (9%), small-artery occlusion (9%), other determined causes (6%), or undetermined causes (39%). The median NIHSS score after cardioembolic stroke (6, IQR: 3-13) was twice that after small-artery occlusion (3, IQR: 2-5). Among patients with cardioembolic stroke, 26% were diagnosed post-admission with atrial fibrillation. For the 42% diagnosed pre-admission, only 54% had prior prescriptions for oral anticoagulants. Reperfusion therapies were administered in 21% of cases, with significant variations across subtypes. Mortality rates were higher after cardioembolic strokes (17%) than after small-artery occlusions (3%). Prognostic factors included etiology, high NIHSS score, atrial fibrillation, and previous heparin prescription. CONCLUSIONS While atrial fibrillation was underdiagnosed and undertreated, patients with cardioembolic stroke exhibited high severity and elevated mortality rates. Etiology emerged as an independent predictor of early mortality, regardless of NIHSS score upon admission. These findings underscore the importance of targeted prevention to improve patient outcomes after ischemic stroke.
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Affiliation(s)
- Léonie Langanay
- Lille University, Lille University Hospital, INSERM U1167 - RID-AGE, Institut Pasteur de Lille, U1167, 1 rue du Pr Calmette, Lille 59019, France
| | - Roberto Gonzalez Sanchez
- Lille University, Lille University Hospital, INSERM U1167 - RID-AGE, Institut Pasteur de Lille, U1167, 1 rue du Pr Calmette, Lille 59019, France
| | - Aghiles Hamroun
- Lille University, Lille University Hospital, INSERM U1167 - RID-AGE, Institut Pasteur de Lille, U1167, 1 rue du Pr Calmette, Lille 59019, France
| | - Luc Dauchet
- Lille University, Lille University Hospital, INSERM U1167 - RID-AGE, Institut Pasteur de Lille, U1167, 1 rue du Pr Calmette, Lille 59019, France
| | - Philippe Amouyel
- Lille University, Lille University Hospital, INSERM U1167 - RID-AGE, Institut Pasteur de Lille, U1167, 1 rue du Pr Calmette, Lille 59019, France
| | - Jean Dallongeville
- Lille University, Lille University Hospital, INSERM U1167 - RID-AGE, Institut Pasteur de Lille, U1167, 1 rue du Pr Calmette, Lille 59019, France
| | - Aline Meirhaeghe
- Lille University, Lille University Hospital, INSERM U1167 - RID-AGE, Institut Pasteur de Lille, U1167, 1 rue du Pr Calmette, Lille 59019, France.
| | - Victoria Gauthier
- Lille University, Lille University Hospital, INSERM U1167 - RID-AGE, Institut Pasteur de Lille, U1167, 1 rue du Pr Calmette, Lille 59019, France
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Abujaber AA, Albalkhi I, Imam Y, Nashwan AJ, Yaseen S, Akhtar N, Alkhawaldeh IM. Predicting 90-Day Prognosis in Ischemic Stroke Patients Post Thrombolysis Using Machine Learning. J Pers Med 2023; 13:1555. [PMID: 38003870 PMCID: PMC10672468 DOI: 10.3390/jpm13111555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 09/26/2023] [Accepted: 10/11/2023] [Indexed: 11/26/2023] Open
Abstract
(1) Objective: This study aimed to construct a machine learning model for predicting the prognosis of ischemic stroke patients who underwent thrombolysis, assessed through the modified Rankin Scale (mRS) score 90 days after discharge. (2) Methods: Data were sourced from Qatar's stroke registry covering January 2014 to June 2022. A total of 723 patients with ischemic stroke who had received thrombolysis were included. Clinical variables were examined, encompassing demographics, stroke severity indices, comorbidities, laboratory results, admission vital signs, and hospital-acquired complications. The predictive capabilities of five distinct machine learning models were rigorously evaluated using a comprehensive set of metrics. The SHAP analysis was deployed to uncover the most influential predictors. (3) Results: The Support Vector Machine (SVM) model emerged as the standout performer, achieving an area under the curve (AUC) of 0.72. Key determinants of patient outcomes included stroke severity at admission; admission systolic and diastolic blood pressure; baseline comorbidities, notably hypertension (HTN) and coronary artery disease (CAD); stroke subtype, particularly strokes of undetermined origin (SUO); and hospital-acquired urinary tract infections (UTIs). (4) Conclusions: Machine learning can improve early prognosis prediction in ischemic stroke, especially after thrombolysis. The SVM model is a promising tool for empowering clinicians to create individualized treatment plans. Despite limitations, this study contributes to our knowledge and encourages future research to integrate more comprehensive data. Ultimately, it offers a pathway to improve personalized stroke care and enhance the quality of life for stroke survivors.
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Affiliation(s)
- Ahmad A. Abujaber
- Nursing Department, Hamad Medical Corporation, Doha P.O. Box 3050, Qatar
| | - Ibrahem Albalkhi
- College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia
- Department of Neuroradiology, Great Ormond Street Hospital NHS Foundation Trust, Great Ormond St., London WC1N 3JH, UK
| | - Yahia Imam
- Neurology Section, Neuroscience Institute, Hamad Medical Corporation, Doha P.O. Box 3050, Qatar
| | | | - Said Yaseen
- School of Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan
| | - Naveed Akhtar
- Neurology Section, Neuroscience Institute, Hamad Medical Corporation, Doha P.O. Box 3050, Qatar
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何 菁, 王 芳, 熊 璐, 孙 海, 李 巍. [The Occurrence and Risk Factors of Stroke Complicated by Venous Thromboembolism]. SICHUAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF SICHUAN UNIVERSITY. MEDICAL SCIENCE EDITION 2023; 54:638-641. [PMID: 37248597 PMCID: PMC10475418 DOI: 10.12182/20230560104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Indexed: 05/31/2023]
Abstract
Objective To investigate the occurrence and the risk factors of stroke complicated by venous thromboembolism. Methods A total of 2709 stroke patients who received treatment at our hospital between January 2018 and June 2021 were selected. The incidence of stroke complicated by venous thromboembolism was analyzed and the risk factors of stroke complicated by venous thromboembolism were investigated by logistic regression. Results Among the 2709 stroke patients, 390 had venous thromboembolism, resulting in 14.39% incidence of venous thromboembolism. Among them, 383 patients (14.14%) had deep venous thrombosis (DVT), 4 patients (0.15%) had pulmonary thromboembolism (PTE), and 3 cases (0.11%) had DVT combined with PTE. According to the analysis of unconditional multivariate logistic regression model, age>60 years, concomitant hypertension, concomitant diabetes, bedrest time after admission≥3 days, D-dimer (D-D)≥0.95 mg/mL, triglyceride (TG)≥1.83 mmol/L, Barthel Index (BI) score≤9 points, and Padua score>4 points after admission were independent risk factors for stroke complicated by venous thromboembolism ( P<0.05), while anticoagulation therapy was a protective factor ( P<0.05). Conclusion Stroke complicated by venous thromboembolism is associated, to some degree, with age, concomitant hypertension, concomitant diabetes, bedrest time, D-D, TG, BI score, Padua score, and whether anticoagulant therapy is administered or not. Interventions in line with relevant risk factors should be strengthened to effectively reduce the risk of stroke complicated by venous thromboembolism.
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Affiliation(s)
- 菁 何
- 首都医科大学附属北京世纪坛医院 护理部 (北京 100038)Department of Nursing, Beijing Shijitan Hospital, Capital Medical University, Beijing 100038, China
| | - 芳 王
- 首都医科大学附属北京世纪坛医院 护理部 (北京 100038)Department of Nursing, Beijing Shijitan Hospital, Capital Medical University, Beijing 100038, China
| | - 璐璐 熊
- 首都医科大学附属北京世纪坛医院 护理部 (北京 100038)Department of Nursing, Beijing Shijitan Hospital, Capital Medical University, Beijing 100038, China
| | - 海燕 孙
- 首都医科大学附属北京世纪坛医院 护理部 (北京 100038)Department of Nursing, Beijing Shijitan Hospital, Capital Medical University, Beijing 100038, China
| | - 巍 李
- 首都医科大学附属北京世纪坛医院 护理部 (北京 100038)Department of Nursing, Beijing Shijitan Hospital, Capital Medical University, Beijing 100038, China
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Yu XJ, Zhang T, Wei ZZ, Gu B, Guo T, Jiang WJ, Shen YQ, Wang D, Wang Q, Wang J. Abnormal expression of miRNA-122 in cerebral infarction and related mechanism of regulating vascular endothelial cell proliferation and apoptosis by targeting CCNG1. Clinics (Sao Paulo) 2023; 78:100199. [PMID: 37119591 PMCID: PMC10173405 DOI: 10.1016/j.clinsp.2023.100199] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 02/21/2023] [Accepted: 03/08/2023] [Indexed: 05/01/2023] Open
Abstract
OBJECTIVE To analyze the value of serum miRNA-122 expression in the diagnosis, severity, and prognosis of Acute Cerebral Infarction (ACI) and the correlation mechanism of serum miRNA-122 on the proliferation and apoptosis of vascular endothelial cells in ACI. METHOD A total of 60 patients with ACI who were admitted to the emergency department of the Taizhou People's Hospital from January 1, 2019, to December 30, 2019, and 30 healthy controls during the same period were selected. General clinical data of all patients at admission were collected. Including age, sex, medical history, and inflammatory factors (C-Reactive Protein [CRP], Interleukin-6 [IL-6], Procalcitonin [PCT], Neutrophil Gelatinase-Associated Lipid carrier protein [NGAL]). The National Institutes of Health Stroke Scale (NIHSS) score at admission and short-term prognosis (the Modified Rankin Score [mRS]) score at 3 months after onset were recorded. The expression level of miRNA-122 in the serum of patients with ACI and normal controls was detected by reverse-transcription quantitative Real-Time Polymerase Chain Reaction (RT-QPCR), and the correlation between the expression level of miRNA-122 in the serum of patients with ACI and the level of inflammatory factors, NIHSS and mRS scores were analyzed. The expression levels of miRNA-122 in the serum of patients with ACI, normal people, and Human Umbilical cord Endothelial Cells (HUVECs) cultured in a blank control group were detected by RT-QPCR and statistically analyzed. MTT and flow cytometry was used to compare the proliferation and apoptosis of vascular endothelial cells in the miRNA-122 mimics and inhibitors transfection groups and the corresponding negative control group. The mRNA and protein levels of apoptosis-related factors Bax, Bcl-2, Caspase-3, and angiogenesis-related proteins Hes1, Notch1, Vascular Endothelial Growth Factors (VEGF), and CCNG1 were detected by RT-QPCR and Western blot. Bioinformatics methods predicted CCNG1 to be the target of miRNA-122, and the direct targeting relationship between CCNG1 and miRNA-122 was verified by a dual-luciferase reporting assay. RESULT Serum miRNA-122 expression in patients with ACI was significantly higher than that in healthy controls, with an area under the receiver operating characteristic curve of 0.929, 95% Confidence Interval of 0.875‒0.983, and an optimal cut-off value of 1.397. The expression levels of CRP, IL-6, and NGAL in patients with ACI were higher than those in healthy control groups, p < 0.05; miRNA-122 was positively correlated with CPR, IL-6, NIHSS score, and mRS score. At 48h and 72h, the proliferation rate of HUVECs cells in the miRNA-122 mimics group decreased and the apoptosis rate increased. Cell proliferation rate increased, and apoptosis rate decreased significantly in the groups transfected with miRNA-122 inhibitors. The mRNA and protein levels of pro-apoptotic factors Bax and caspase-3 were significantly increased in the miRNA-122 mimics transfection group, while those of anti-apoptotic factor Bcl-2 were significantly decreased compared to those of the control group. The expression of Bax and Caspase-3 decreased, and the expression of anti-apoptotic factor Bcl-2 increased in the transfected miRNA-122 inhibitors group. mRNA expression levels of Hes1, Notch1, VEGF, and CCNG1 in the miRNA-122 mimic transfected group were significantly decreased, while mRNA expression levels in the miRNA-122 inhibitors transfected group were significantly increased. Bioinformatics showed that there was a miRNA-122 binding site in the 3'UTR region of CCNG1, and dual luciferase assay confirmed that CCNG1 was the target of miRNA-122. CONCLUSION Serum miRNA-122 increased significantly after ACI, which may be a diagnostic marker of ACI. miRNA-122 may be involved in the pathological process of ACI and is related to the degree of neurological impairment and short-term prognosis in patients with ACI. miRNA-122 may play a regulatory role in ACI by inhibiting cell proliferation, increasing apoptosis, and inhibiting vascular endothelial cell regeneration through the CCNG1 channel.
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Affiliation(s)
- Xiao-Juan Yu
- Emergency Department, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Tian Zhang
- Emergency Department, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Zeng-Zhen Wei
- Emergency Department, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Bin Gu
- Emergency Department, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Ting Guo
- Emergency Department, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Wen-Juan Jiang
- Emergency Department, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Yue-Qin Shen
- Emergency Department, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Dong Wang
- Clinical Laboratory, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Qian Wang
- Blood Purification Center, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China
| | - Jun Wang
- Emergency Department, Taizhou People's Hospital Affiliated to Nanjing Medical University, Taizhou, P.R. China.
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Darwish ES, Othman MH, Youssef AH, Tawfik AM, Tohamy AM. Predictive value of cerebral collaterals on CT angiography on the outcome of patients with acute anterior ischemic stroke receiving thrombolysis treatment. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2022. [DOI: 10.1186/s41983-022-00599-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Abstract
Background
Functional outcomes of patient with acute ischemic stroke are influenced by the status of the cerebral collaterals. The study aims at evaluating the influence of cerebral collaterals on clinical and radiological outcome in patients with acute anterior ischemic stroke (AAIS) treated with IV recombinant tissue plasminogen activator (IV-rtPA).
Results
Independent predictors of good functional outcomes were in the form of low NIHSS (odds ratio = 1.23, 95%CI = 1.01–2.34, p = 0.01), ASPECT ≥ 8 (odds ratio = 4.56, 95%CI = 3.40–7.89, p < 0.001), and good collateral status by Miteff grading system (odds ratio = 1.23, 95%CI = 2.22–6.79, p < 0.001).
Conclusion
Good collateral status is associated with milder stroke volume and good functional outcome. Also, low NIHSS, ASPECT score ≥ 8 and good collateral status by Miteff grading system were reliable independent predictors of favorable outcome in IV-rtPA treated patients with AAIS.
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Endovascular Treatment in Acute Ischemic Stroke with Large Vessel Occlusion According to Different Stroke Subtypes: Data from ANGEL-ACT Registry. Neurol Ther 2021; 11:151-165. [PMID: 34800279 PMCID: PMC8857367 DOI: 10.1007/s40120-021-00301-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 11/03/2021] [Indexed: 12/08/2022] Open
Abstract
Introduction Endovascular treatment’s (EVT) safety and efficacy have been proven in treating acute ischemic stroke (AIS) due to large vessel occlusion (LVO). However, limited data exist in different stroke subtypes. We aimed to investigate the differences in efficacy and safety of EVT for acute LVO according to different stroke subtypes. Methods A total of 1635 AIS patients with LVO undergoing EVT from a prospective cohort of the Endovascular Treatment Key Technique and Emergency Work Flow Improvement of Acute Ischemic Stroke (ANGEL-ACT) registry were classified into three types according to the Trial of ORG 10172 in Acute Stroke Treatment (TOAST) criteria. We compared the primary outcome: 90-day modified Rankin Scale (mRS) score, the secondary outcomes: 90-day mRS (0–1, 0–2, and 0–3), successful recanalization (mTICI 2b/3), and complete recanalization (mTICI 3), and the safety outcomes: death within 90 days, parenchymal hemorrhage (PH), and symptomatic intracranial hemorrhage (SICH) among the three subtypes of stroke patients. Then, multivariable logistic regression models adjusting for potential baseline-confounding variables to determine the associations between stroke subtypes and safety and efficacy endpoints were performed. Finally, we performed subgroup analyses to explore discrepancies in the relationships. Results EVT of cardioembolic LVO (CE-LVO) had a higher rate of mTICI 3 (71.7% vs. 65.9% and 63.2%; P = 0.024) and a higher rate of PH (13.8% vs. 5.4% and 6.7%; P < 0.001) when compared to other stroke subtypes. Even multivariable analysis demonstrated that CE-LVO was associated with mTICI 3 [adjusted odds ratio (OR), 1.50 (95% CI 1.04–2.17)] and PH [adjusted OR, 1.97 (95% CI 1.09–3.55)]. However, the 90-day mRS distribution and 90-day mRS (0–1, 0–2, and 0–3) did not differ among the stroke subtypes, and nor did the SICH (P > 0.05). Conclusions Functional outcomes were similar among different stroke subtypes. Despite a higher rate of complete recanalization, there is an increased risk of parenchymal hemorrhage in CE-LVO. Trial Registration Clinical trial registration number: NCT03370939.
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Lehmann ALCF, Alfieri DF, de Araújo MCM, Trevisani ER, Nagao MR, Pesente FS, Gelinski JR, de Freitas LB, Flauzino T, Lehmann MF, Lozovoy MAB, Breganó JW, Simão ANC, Maes M, Reiche EMV. Carotid intima media thickness measurements coupled with stroke severity strongly predict short-term outcome in patients with acute ischemic stroke: a machine learning study. Metab Brain Dis 2021; 36:1747-1761. [PMID: 34347209 DOI: 10.1007/s11011-021-00784-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 06/14/2021] [Indexed: 12/24/2022]
Abstract
Acute ischemic stroke (IS) is one of the leading causes of morbidity, functional disability and mortality worldwide. The objective was to evaluate IS risk factors and imaging variables as predictors of short-term disability and mortality in IS. Consecutive 106 IS patients were enrolled. We examined the accuracy of IS severity using the National Institutes of Health Stroke Scale (NIHSS), carotid intima-media thickness (cIMT) and carotid stenosis (both assessed using ultrasonography with doppler) predicting IS outcome assessed with the modified Rankin scale (mRS) three months after hospital admission. Poor prognosis (mRS ≥ 3) at three months was predicted by carotid stenosis (≥ 50%), type 2 diabetes mellitus and NIHSS with an accuracy of 85.2% (sensitivity: 90.2%; specificity: 81.8%). The mRS score at three months was strongly predicted by NIHSS (β = 0.709, p < 0.001). Short-term mortality was strongly predicted using a neural network model with cIMT (≥ 1.0 mm versus < 1.0 mm), NIHSS and age, yielding an area under the receiving operator characteristic curve of 0.977 and an accuracy of 94.7% (sensitivity: 100.0%; specificity: 90.9%). High NIHSS (≥ 15) and cIMT (≥ 1.0 mm) increased the probability of dying with hazard ratios of 7.62 and 3.23, respectively. Baseline NIHSS was significantly predicted by the combined effects of age, large artery atherosclerosis stroke, sex, cIMT, body mass index, and smoking. In conclusion, high values of cIMT and NIHSS at admission strongly predict short-term functional impairment as well as mortality three months after IS, underscoring the importance of those measurements to predict clinical IS outcome.
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Affiliation(s)
- Ana Lucia Cruz Fürstenberger Lehmann
- Department of Clinical Medicine, Health Sciences Center and Radiology Service, The University Hospital, State University of Londrina, Paraná, Brazil
| | - Daniela Frizon Alfieri
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
| | | | - Emanuelle Roberto Trevisani
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
| | - Maisa Rocha Nagao
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
| | | | - Jair Roberto Gelinski
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
| | - Leonardo Bodner de Freitas
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
| | - Tamires Flauzino
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
| | - Márcio Francisco Lehmann
- Department of Clinical Surgery, Health Sciences Center, Neurosurgery Service of the University Hospital, State University of Londrina, Paraná, Brazil
| | - Marcell Alysson Batisti Lozovoy
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
- Department of Pathology, Clinical Analysis, and Toxicology, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Paraná, CEP 86.038-440, Brazil
| | - José Wander Breganó
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
- Department of Pathology, Clinical Analysis, and Toxicology, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Paraná, CEP 86.038-440, Brazil
| | - Andréa Name Colado Simão
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil
- Department of Pathology, Clinical Analysis, and Toxicology, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Paraná, CEP 86.038-440, Brazil
| | - Michael Maes
- IMPACT Strategic Research Centre, School of Medicine, Deakin University, Geelong, VIC, Australia
- Department of Psychiatry, King Chulalongkorn Memorial Hospital, Chulalongkorn, Bangkok, Thailand
| | - Edna Maria Vissoci Reiche
- Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Paraná, Brazil.
- Department of Pathology, Clinical Analysis, and Toxicology, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Paraná, CEP 86.038-440, Brazil.
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Immune-inflammatory, coagulation, adhesion, and imaging biomarkers combined in machine learning models improve the prediction of death 1 year after ischemic stroke. Clin Exp Med 2021; 22:111-123. [PMID: 34120242 DOI: 10.1007/s10238-021-00732-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 06/04/2021] [Indexed: 01/02/2023]
Abstract
Some clinical, imaging, and laboratory biomarkers have been identified as predictors of prognosis of acute ischemic stroke (IS). The aim of this study was to evaluate the prognostic validity of a combination of clinical, imaging, and laboratory biomarkers in predicting 1-year mortality of IS. We evaluated 103 patients with IS within 24 h of their hospital admission and assessed demographic data, IS severity using the National Institutes of Health Stroke Scale (NIHSS), carotid intima-media thickness (cIMT), and degree of stenosis, as well as laboratory variables including immune-inflammatory, coagulation, and endothelial dysfunction biomarkers. The IS patients were categorized as survivors and non-survivors 1 year after admission. Non-survivors showed higher NIHSS and cIMT values, lower antithrombin, Protein C, platelet counts, and albumin, and higher Factor VIII, von Willebrand Factor (vWF), white blood cells, tumor necrosis factor (TNF)-α, interleukin (IL)-10, high-sensitivity C-reactive protein (hsCRP), and vascular cellular adhesion molecule 1 (VCAM-1) than survivors. Neural network models separated non-survivors from survivors using NIHSS, cIMT, age, IL-6, TNF-α, hsCRP, Protein C, Protein S, vWF, and platelet endothelial cell adhesion molecule 1 (PECAM-1) with an area under the receiving operating characteristics curve (AUC/ROC) of 0.975, cross-validated accuracy of 93.3%, sensitivity of 100% and specificity of 85.7%. In conclusion, imaging, immune-inflammatory, and coagulation biomarkers add predictive information to the NIHSS clinical score and these biomarkers in combination may act as predictors of 1-year mortality after IS. An early prediction of IS outcome is important for personalized therapeutic strategies that may improve the outcome of IS.
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Gauthier V, Cottel D, Amouyel P, Dallongeville J, Meirhaeghe A. Large disparities in 28-day case fatality by stroke subtype: data from a French stroke registry between 2008 and 2017. Eur J Neurol 2021; 28:2208-2217. [PMID: 33942445 PMCID: PMC8252764 DOI: 10.1111/ene.14876] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 04/14/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND PURPOSE The objectives of the present analysis were to assess 28-day stroke case fatality according to the stroke aetiology and to identify associated factors. METHODS All stroke events in adults aged ≥35 years between 2008 and 2017 were collected in a population-based stroke registry in northern France. RESULTS Out of a total of 2933 strokes, there were 479 (16%) haemorrhagic strokes and 2454 (84%) ischaemic strokes; the 28-day case fatality rates were 48% and 15%, respectively. Three-quarters of the 28-day case fatalities occurred within 6 days of the event for haemorrhagic strokes and within 16.5 days for ischaemic strokes. After an ischaemic stroke, the case fatality rate was higher for women (18%) than for men (12%, p < 0.0001); however, this difference disappeared after adjustment for age. Cardioembolic strokes (34%) and strokes of undetermined cause (33%) were the most common ischaemic subtypes, with case fatality rates of 16% and 18%, respectively. Large artery atherosclerosis (11%) and lacunar strokes (10%) were less common, and both types had a case fatality rate of 3%. Age at the time of the event and stroke severity were both significantly associated with case fatality. For some types of stroke, a history of cardiovascular events and residence in a nursing home were associated with a poor prognosis. Medical care in a neurology ward was inversely associated with case fatality, for all stroke subtypes. CONCLUSIONS In northern France, post-stroke case fatality remains high, especially for haemorrhagic stroke. Being treated in a neurology ward improved survival by around 80%.
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Affiliation(s)
- Victoria Gauthier
- Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, INSERM, CHU Lille, Institut Pasteur de Lille, Univ. Lille, Lille, France
| | - Dominique Cottel
- Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, INSERM, CHU Lille, Institut Pasteur de Lille, Univ. Lille, Lille, France
| | - Philippe Amouyel
- Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, INSERM, CHU Lille, Institut Pasteur de Lille, Univ. Lille, Lille, France
| | - Jean Dallongeville
- Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, INSERM, CHU Lille, Institut Pasteur de Lille, Univ. Lille, Lille, France
| | - Aline Meirhaeghe
- Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement, INSERM, CHU Lille, Institut Pasteur de Lille, Univ. Lille, Lille, France
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Wu Q, Cui J, Xie Y, Wang M, Zhang H, Hu X, Jiang F. Outcomes of Ischemic Stroke and Associated Factors Among Elderly Patients With Large-Artery Atherosclerosis: A Hospital-Based Follow-Up Study in China. Front Neurol 2021; 12:642426. [PMID: 33967939 PMCID: PMC8102684 DOI: 10.3389/fneur.2021.642426] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 03/23/2021] [Indexed: 01/01/2023] Open
Abstract
Large-artery atherosclerotic (LAA) stroke is the most common subtype of ischemic stroke. However, risk factors for long-term outcomes of LAA stroke in the elderly Chinese population have not been well-described. Therefore, we aimed to assess outcomes and risk factors at 3, 12, and 36 months after LAA stroke onset among stroke patients aged 60 years and older. All consecutive LAA patients aged ≥ 60 years were prospectively recruited from Dongying People's Hospital between January 2016 and December 2018. The clinical features and outcome data at 3, 12, and 36 months after stroke were collected. Differences in outcomes and relationship between outcomes and risk factors were assessed. A total of 1,772 patients were included in our study (61.7% male, 38.3% female). The rates of mortality, recurrence, and dependency were 6.6, 12.6, and 12.6%, respectively, at 3 months after stroke onset. The corresponding rate rose rapidly at 36 months (23.2, 78.7, and 79.7%, respectively). We found the positive predictors associated outcomes at 3, 12, and 36 months after stroke onset. The relative risk (RR) with 95% confidential interval (CI) is 1.06 (1.02–1.10, P = 0.006) at 3 months, 1.06 (1.02–1.10, P = 0.003) at12 months, and 1.10 (1.05–1.15, P < 0.001) at 36 months after stroke onset for age; 1.09 (1.01–1.19, P = 0.029) at 12 months for fasting plasma glucose (FPG) level; 4.25 (2.14–8.43, P < 0.001) at 3 months, 4.95 (2.70–9.10, P < 0.001) at 12 months, and 4.82 (2.25–10.32, P < 0.001) at 36 months for moderate stroke; 7.56 (3.42–16.72, P < 0.001) at 3 months, 11.08 (5.26–23.34, P < 0.001) at 12 months, and 14.30 (4.85–42.11, P < 0.001) at 36 months for severe stroke, compared to mild stroke. Hypersensitive C-reactive protein (hs-CRP) level was an independent risk factor for mortality at different follow-up times, with the RR (95%) of 1.02 (1.01–1.02, P < 0.001) at 3 months, 1.01 (1.00–1.02, P = 0.002) at 12 months. White blood cell count (WBC) level was associated with both stroke recurrence (RR = 1.09, 95%CI: 1.01–1.18, P = 0.023) and dependency (RR = 1.10, 95%CI: 1.02–1.19, P = 0.018) at 3 months. In contrast, a higher level of low-density lipoprotein cholesterol (LDL-C) within the normal range was a protective factor for recurrence and dependency at shorter follow-up times, with the RR (95%) of 0.67 (0.51–0.89, P = 0.005) and 0.67 (0.50–0.88, P = 0.005), respectively. These findings suggest that it is necessary to control the risk factors of LAA to reduce the burden of LAA stroke. Especially, this study provides a new challenge to explore the possibility of lowering LDL-C level for improved stroke prognosis.
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Affiliation(s)
- Qianqian Wu
- Department of Neurology, Dongying People's Hospital, Dongying, China
| | - Jingjing Cui
- Department of Neurology, Dongying People's Hospital, Dongying, China
| | - Yuanli Xie
- Department of Neurology, Dongying People's Hospital, Dongying, China
| | - Min Wang
- Department of Neurology, Dongying People's Hospital, Dongying, China
| | - Huifang Zhang
- Department of Neurology, Dongying People's Hospital, Dongying, China
| | - Xiaofei Hu
- Department of Neurology, Dongying People's Hospital, Dongying, China
| | - Fenghua Jiang
- Department of Rehabilitation Medicine, Dongying People's Hospital, Dongying, China
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12
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Xu YY, Gu HQ, Li ZX, Xiong YY, Zhou Q, Liu LP, Zhao XQ, Wang YL, Meng X, Wang YJ. In-hospital prognosis of first-ever noncardiogenic ischemic stroke in patients with and without indication for prestroke antiplatelet therapy: Chinese Stroke Center Alliance. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:626. [PMID: 33987324 PMCID: PMC8106102 DOI: 10.21037/atm-20-7902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background It is unknown about the influence of prestroke antiplatelet use on early outcomes in patients with and without the indication. We aimed to evaluate the in-hospital prognosis of first-ever noncardiogenic ischemic stroke patients with and without indications of antiplatelet use for primary prevention. Methods This was a retrospective, observational study based on a prospective hospital-based registry (Chinese Stroke Center Alliance). Using the data with 436,660 first-ever noncardiogenic acute ischemic strokes recorded from Aug 1, 2015, to July 31, 2019, from 1,453 hospitals in China, we examined the associations between the indication for prestroke antiplatelet use and in-hospital clinical outcomes. Results Among 436,660 first-ever noncardiogenic ischemic stroke patients, 42,409 patients (9.7%) had a documented previous vascular indication and 394,251 (90.3%) did not. Compared to those without, patients with the indication were associated with increased prevalence of in-hospital morbid conditions, including stroke severity (OR 2.71; 95% CI: 2.62–2.81; P<0.0001), length of stay >14 days (OR 1.16; 95% CI: 1.13–1.19; P<0.0001), mortality (OR 2.20; 95% CI: 1.96–2.46, P<0.0001), and recurrence of ischemic stroke and transient ischemic attack (TIA) (OR 1.5; 95% CI: 1.43–1.59, P<0.0001). Among patients without indication, prestroke antiplatelet use was associated with lower mortality (OR 0.73, 95% CI: 0.56–0.96; P=0.0221); while among patients with indication, those receiving prestroke antiplatelet had lower odds ratios in stroke severity (P<0.0001) and disability (P=0.0003) than those who not. Conclusions Patients with indications of prestroke antiplatelet use were more likely to have unfavorable outcomes than those without. Prestroke antiplatelet might be associated with lower mortality, less disability, and less stroke severity in certain population groups. Future studies to improve risk prediction rules are needed to guide effective primary prevention for ischemic stroke.
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Affiliation(s)
- Yu-Yuan Xu
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Hong-Qiu Gu
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Zi-Xiao Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yun-Yun Xiong
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Qi Zhou
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Li-Ping Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xing-Quan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yi-Long Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
| | - Xia Meng
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yong-Jun Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
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Outcomes of intravenous thrombolytic therapy in cardioembolic strokes. JOURNAL OF SURGERY AND MEDICINE 2021. [DOI: 10.28982/josam.801301] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Xu K, Gu B, Zuo T, Xu X, Chen YC, Yin X, Feng G. Predictive value of Alberta stroke program early CT score for perfusion weighted imaging - diffusion weighted imaging mismatch in stroke with middle cerebral artery occlusion. Medicine (Baltimore) 2020; 99:e23490. [PMID: 33327283 PMCID: PMC7738142 DOI: 10.1097/md.0000000000023490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
This study aimed to quantitatively assess the consistency and correlation between perfusion weighted imaging (PWI)/ diffusion weighted imaging (DWI) Alberta Stroke Program Early CT Score (ASPECTS) mismatch and PWI/DWI mismatch.Sixty-eight acute ischemic stroke with middle cerebral artery occlusion who underwent magnetic resonance imaging before thrombectomy were eligible. DWI volume, PWI volume and PWI-DWI mismatch were measured. DWI-, PWI-, PWI-DWI ASPECTS were evaluated. Statistical analysis was performed to compare the correlation between volume and ASPECTS of DWI-, PWI- and PWI-DWI mismatch. Receiver operating characteristic curve analysis was used to assess the predictive value of the PWI-DWI ASPECTS mismatch for the occurrence of PWI-DWI mismatch in acute ischemic stroke patients with middle cerebral artery occlusion.Of 68 patients, the DWI volume, PWI volume and PWI-DWI mismatch volume were (27.76 ± 17.53) mL, (167.09 ± 59.64) mL and (139.33 ± 58.18) mL respectively. DWI-ASPECTS was 6.75 ± 1.90 with the interobserver agreement was κ=0.98 (95% CI, 0.95-0.99); PWI-ASPECTS was 3.09 ± 2.11 with the interobserver agreement was κ=0.95 (95% CI, 0.91-0.99); PWI-DWI ASPECTS mismatch was 6.75 ± 1.90. Spearman's rank correlation analysis revealed that PWI-DWI mismatch volume was negatively correlated with PWI-DWI ASPECTS mismatch (r = -0.802; P = .000). Receiver operating characteristic analysis showed that when the PWI-DWI ASPECTS mismatch cut point was ≥ 2, the under curve of PWI-DWI ASPECTS mismatch for predicting PWI-DWI mismatch was 0.954 (95%CI, 0.911-0.998), with the sensitivity and specificity were 84.00% and 100% respectively.PWI-DWI ASPECTS mismatch may represent a convenient surrogate for penumbra in clinical trials.
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Affiliation(s)
| | - Baodong Gu
- Department of Neurology, Affiliated Lianyungang Traditional Chinese Medicine Hospital of Kangda College of Nanjing Medical University, Lianyungang
| | | | | | - Yu-Chen Chen
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Guangkui Feng
- Department of Neurology, Affiliated Lianyungang Traditional Chinese Medicine Hospital of Kangda College of Nanjing Medical University, Lianyungang
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Parkinson's disease and patient related outcomes in stroke: A matched cohort study. J Stroke Cerebrovasc Dis 2020; 29:104826. [PMID: 32402719 DOI: 10.1016/j.jstrokecerebrovasdis.2020.104826] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 03/19/2020] [Accepted: 03/22/2020] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE To evaluate post-stroke outcomes in patients with Parkinson's disease (PD). METHODS A matched cohort study was performed. Stroke patients with PD and non-PD controls were extracted from the Thailand Universal Insurance Database. Logistic regressions were used to evaluate the association between PD and in-hospital outcomes (mortality and complications). The PD-associated long-term mortality was evaluated using Royston-Parmar models. RESULTS A total of 1967 patients with PD were identified between 2003 and 2015 and matched to controls (1:4) by age, sex, admission year, and stroke type. PD patients had decreased odds of in-hospital death: OR (95% CI) 0.66 (0.52 - 0.84) and 0.61 (0.43 - 0.85) after ischaemic and haemorrhagic strokes, respectively. PD was associated with a length-of-stay greater than median (4 days) after both stroke types: 1.37 (1.21 - 1.56) and 1.45 (1.05 - 2.00), respectively. Ischaemic stroke patients with PD also had increased odds of developing pneumonia, sepsis and AKI: 1.52 (1.2 - 1.83), 1.54 (1.16 - 2.05), and 1.33 (1.02 - 1.73). In haemorrhagic stroke patients, PD was associated with pneumonia: 1.89 (1.31 - 2.72). Survival analyses showed that PD was protective against death in the short term (HR=0.66; 95% CI 0.53-0.83 ischaemic, and HR=0.50; 95% CI 0.37 - 0.68 haemorrhagic stroke), but leads to an increased mortality risk approximately 1 and 3 months after ischaemic and haemorrhagic stroke, respectively. CONCLUSION PD is associated with a reduced mortality risk during the first 2-4 weeks post-admission but an increased risk thereafter, in addition to increased odds of in-hospital complications and prolonged hospitalisation.
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Clinical outcomes of cerebral infarction in nonagenarians compared among four age groups. Neurol Sci 2020; 41:2471-2476. [PMID: 32212011 DOI: 10.1007/s10072-020-04348-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Accepted: 03/16/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Average female life expectancy in Japan is approximately 90 years. Occasionally, we encounter stroke patients older than 90 years. AIMS To determine the clinical features and outcomes associated with cerebral infarction in patients aged ≥ 90 years. METHODS We examined 289 consecutive patients (163 males, 129 females; mean age 77.5 years) diagnosed with cerebral infarction. We divided them into four groups according to age in years: middle (< 65), pre-old (65-74), old (75-89), and super old (≥ 90). We divided the super old group into mild symptoms (NIHSS ≤ 5) and severe symptoms (NIHSS > 5) and examined outcomes. RESULTS Statistically significant associations were observed between female sex, cardiogenic infarction, and high complication rates and super old age. NIHSS and mRS scores at 30-day post-stroke were higher in the super old group. In some cases, complications led to poor prognoses. Eighty-seven percent of patients with mild symptoms (NIHSS ≤ 5) recovered to mRS 0-2 similar to the younger age group. None of the patients with severe symptoms (NIHSS > 5) recovered to mRS 0-2. DISCUSSION We investigated the clinical outcomes following cerebral infarction in patients aged 90 years or older and found that mild symptoms were consistently associated with good prognoses, regardless of patients' age. CONCLUSIONS Patients in the super old group had more severe symptoms and poorer outcomes than younger age groups. However, patients with mild symptoms tended to have better prognoses and returned to daily life similar to the younger age group.
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Scoppettuolo P, Gaspard N, Depondt C, Legros B, Ligot N, Naeije G. Epileptic activity in neurological deterioration after ischemic stroke, a continuous EEG study. Clin Neurophysiol 2019; 130:2282-2286. [DOI: 10.1016/j.clinph.2019.09.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 08/23/2019] [Accepted: 09/15/2019] [Indexed: 12/13/2022]
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Shao JX, Ling YA, Du HP, Zhai GJ, Xu Y, Cao YJ. Comparison of hemodynamic changes and prognosis between stenting and standardized medical treatment in patients with symptomatic moderate to severe vertebral artery origin stenosis. Medicine (Baltimore) 2019; 98:e14899. [PMID: 30921187 PMCID: PMC6455932 DOI: 10.1097/md.0000000000014899] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
This study aimed to compare the clinical efficacy of stenting compared with standardized medical treatment in patients with moderate to severe vertebral artery origin stenosis (VAOS).Patients diagnosed with moderate to severe VAOS and indicated to undergo vertebral artery stenting were enrolled. Patients were divided into stenting group and standardized medical treatment group. All patients underwent transcranial Doppler (TCD) before and after treatment. Incidence of new cerebral infarction, transient ischemic attack (TIA), improvement of clinical symptoms, and National Institutes of Health Stroke Scale (NIHSS) score were observed.A total of 98 patients were enrolled. Vertebral artery stenting implant was accepted by 43 patients. Two weeks after treatment, the NIHSS score in the stenting group decreased significantly compared to that in the standardized medical treatment group. The modified Rankin Scale (mRS) score in the stenting group at three months was significantly lower than that in the medical treatment group (P = .044). The extent of vascular stenosis in the stent group decreased significantly (76.5 ± 10.0% vs. 13.7 ± 5.9%, t = 35.878, P = .000). The adverse events occurred in 9 (16.4%) patients in the medical treatment group and 5 (11.6%) in the stenting group (P = .506). There was one case with new cerebral infarction in the stenting group, whereas the medical treatment group showed 1 case with TIA and three with new cerebral infarction during follow-up after 3 months. The peak systolic velocity (PSV), end diastolic velocity (EDV), pulsatility index (PI) of stenosis vertebral artery, and PSV of basilar artery were significantly higher in the stent group than those in the standardized medical group (P < .05).Stenting for VAOS, rather than standardized medical treatment, can effectively relieve vascular stenosis, alter vertebral-basilar artery hemodynamics, and improve neurological function, with low perioperative complications.
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Affiliation(s)
- Jia-Xin Shao
- Department of Neurology, the First People Hospital of Wujiang District, 169 Gong-Yuan Road, Wujiang District, Suzhou 215200
| | - Yun-Ao Ling
- Department of Neurology, the First People Hospital of Wujiang District, 169 Gong-Yuan Road, Wujiang District, Suzhou 215200
| | - Hua-Ping Du
- Department of Neurology, the First People Hospital of Wujiang District, 169 Gong-Yuan Road, Wujiang District, Suzhou 215200
| | - Guo-Jie Zhai
- Department of Neurology, the First People Hospital of Wujiang District, 169 Gong-Yuan Road, Wujiang District, Suzhou 215200
| | - Yuan Xu
- Department of Neurology, the First People Hospital of Wujiang District, 169 Gong-Yuan Road, Wujiang District, Suzhou 215200
| | - Yong-Jun Cao
- Department of Neurology, The Second Affiliated Hospital of Soochow University, No. 1055, Sanxiang Road, Suzhou, Jiangsu 215000, China
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Huang ZX, Lin XL, Lu HK, Liang XY, Fan LJ, Liu XT. Lifestyles correlate with stroke recurrence in Chinese inpatients with first-ever acute ischemic stroke. J Neurol 2019; 266:1194-1202. [DOI: 10.1007/s00415-019-09249-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 02/10/2019] [Accepted: 02/14/2019] [Indexed: 12/29/2022]
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