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Zheng M, Xu Y. Effects of hyperbaric oxygen combined with Danhong injection on 90-day functional independence and the 1-year recurrence rate in patients with ischemic stroke: A matched cohort study. J Stroke Cerebrovasc Dis 2025; 34:108339. [PMID: 40345409 DOI: 10.1016/j.jstrokecerebrovasdis.2025.108339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2025] [Revised: 04/24/2025] [Accepted: 05/05/2025] [Indexed: 05/11/2025] Open
Abstract
BACKGROUND Both hyperbaric oxygen therapy and Danshen (Salvia miltiorrhiza) injection have shown potential therapeutic effects on ischemic stroke, but the impact of their combination on long-term functional outcomes and recurrence risk has not been systematically evaluated. This study aimed to assess the effects of hyperbaric oxygen combined with Danhong injection on 90-day functional independence and the 1-year recurrence rate in patients with ischaemic stroke. METHODS This study employed a retrospective matched cohort design and collected data from patients with ischemic stroke treated at our hospital between January 2018 and December 2022. After 1:1 propensity score matching, 80 patients were included in each group. The intervention group received hyperbaric oxygen therapy (2.0-2.5 ATA, once daily for 10 sessions) combined with Danhong injection (20 ml/day for 14 consecutive days) in addition to standard treatment; the control group received standard treatment only. The primary outcome was 90-day functional independence (mRS ≤2); secondary outcomes included the 1-year stroke recurrence rate, NIHSS score improvement, and others. RESULTS The percentage of 90-day functional independence in the intervention group (72.5 %) was significantly greater than that in the control group (53.8 %) (P = 0.014), with a relative risk ratio of 1.35 (95 % CI: 1.06-1.71). Multivariate analysis revealed that combined therapy was independently associated with 90-day functional independence (adjusted OR = 2.28, 95 % CI: 1.19-4.37; P = 0.013). The 1-year stroke recurrence rate in the intervention group (7.6 %) was significantly lower than that in the control group (16.5 %) (P = 0.042), with an adjusted hazard ratio of 0.46 (95 % CI: 0.22-0.94, P = 0.033). Subgroup analysis revealed that patients aged <65 years, those with NIHSS scores ranging from 4-15, those with small-artery occlusion or large-artery atherosclerosis stroke, and those who began treatment within 24 hours benefited more significantly. The combined therapy was well tolerated, with no serious adverse events. CONCLUSION Hyperbaric oxygen combined with Danhong injection significantly improved 90-day functional independence and reduced the 1-year recurrence risk in patients with ischaemic stroke, particularly in specific patient subgroups. This combined treatment strategy provides a new therapeutic option for comprehensive stroke management.
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Affiliation(s)
- Mo Zheng
- Zhejiang Rehabilitation Medical Center, 310000 Hangzhou, Zhejiang, China.
| | - Yun Xu
- Xiaoshan District Second People's Hospital of Hangzhou, 310000 Hangzhou, Zhejiang, China
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Habibi MA, Rashidi F, Mehrtabar E, Arshadi MR, Fallahi MS, Amirkhani N, Hajikarimloo B, Shafizadeh M, Majidi S, Dmytriw AA. The performance of machine learning for predicting the recurrent stroke: a systematic review and meta-analysis on 24,350 patients. Acta Neurol Belg 2025; 125:609-624. [PMID: 39505819 DOI: 10.1007/s13760-024-02682-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Accepted: 11/02/2024] [Indexed: 11/08/2024]
Abstract
BACKGROUND Stroke is a leading cause of death and disability worldwide. Approximately one-third of patients with stroke experienced a second stroke. This study investigates the predictive value of machine learning (ML) algorithms for recurrent stroke. METHOD This study was prepared according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline. PubMed, Scopus, Embase, and Web of Science (WOS) were searched until January 1, 2024. The quality assessment of studies was conducted using the QUADAS-2 tool. The diagnostic meta-analysis was conducted to calculate the pooled sensitivity, specificity, diagnostic accuracy, positive and negative diagnostic likelihood ratio (DLR), diagnostic accuracy, diagnostic odds ratio (DOR), and area under of the curve (AUC) by the MIDAS package in STATA V.17. RESULTS Twelve studies, comprising 24,350 individuals, were included. The meta-analysis revealed a sensitivity of 71% (95% CI 0.64-0.78) and a specificity of 88% (95% confidence interval (CI) 0.76-0.95). Positive and negative DLR were 5.93 (95% CI 3.05-11.55) and 0.33 (95% CI 0.28-0.39), respectively. The diagnostic accuracy and DOR was 2.89 (95% CI 2.32-3.46) and 18.04 (95% CI 10.21-31.87), respectively. The summary ROC curve indicated an AUC of 0.82 (95% CI 0.78-0.85). CONCLUSION ML demonstrates promise in predicting recurrent strokes, with moderate to high sensitivity and specificity. However, the high heterogeneity observed underscores the need for standardized approaches and further research to enhance the reliability and generalizability of these models. ML-based recurrent stroke prediction can potentially augment clinical decision-making and improve patient outcomes by identifying high-risk patients.
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Affiliation(s)
- Mohammad Amin Habibi
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.
| | - Farhang Rashidi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Ehsan Mehrtabar
- Advanced Diagnostic and Interventional Radiology Research Center (ADIR), Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Arshadi
- Advanced Diagnostic and Interventional Radiology Research Center (ADIR), Tehran University of Medical Sciences, Tehran, Iran
| | | | - Nikan Amirkhani
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Bardia Hajikarimloo
- Department of Neurological Surgery, University of Virginia, Charlottesville, USA
| | - Milad Shafizadeh
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Shahram Majidi
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, 10128, USA
| | - Adam A Dmytriw
- Neuroendovascular Program, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Qian Q, Zhao Y, Fan X, Li J, Cao J, Yang M, Hua L, Zhang X, Yang A, Zhang F, Ma Y. The Relationship Between Body Mass Index and Recurrence Risk of Stroke: A Systematic Review and Dose-Response Meta‑Analysis. Brain Behav 2025; 15:e70550. [PMID: 40437898 PMCID: PMC12120265 DOI: 10.1002/brb3.70550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 04/21/2025] [Accepted: 04/22/2025] [Indexed: 06/01/2025] Open
Abstract
OBJECTIVE To explore the relationship between body mass index (BMI) and the recurrence risk of stroke. METHODS We searched databases, including the Web of Science, Cochrane Library, Embase, PubMed, Chinese Biomedical Literature (CBM), CQVIP, WanFang Database, and China National Knowledge Infrastructure (CNKI), from inception to February 2025, to collect literature on BMI and the recurrence risk of stroke. After two researchers independently screened the literature, extracted the literature data, and assessed the quality of the literature included in the study, a meta-analysis was conducted using Stata 16.0 software, and the dose-response relationship between BMI and the recurrence risk of stroke was analyzed using generalized least squares trend estimation method (GLST) and restricted cubic spline function. RESULTS A total of 18 studies were included, involving 165,366 patients. In terms of stroke recurrence risk, compared with normal-weight patients, underweight patients [relative risk (RR) = 1.59, 95% confidence interval (CI) 1.33-1.90, I2 = 0%, p = 0.444] had a higher recurrence risk of stroke, whereas overweight (RR = 0.91, 95% CI 0.86-0.96, I2 = 0%, p = 0.454) and obese patients (RR = 0.89, 95% CI 0.84-0.94, I2 = 13.1%, p = 0.330) had a lower recurrence risk of stroke. The results of the linear trend show that for every unit increase in BMI, the recurrence risk of stroke decreases by 2% (RR = 0.98, 95% CI 0.96-0.99, p < 0.001). CONCLUSION Increased BMI is associated with a decreased recurrence risk of stroke. Underweight is a risk factor for stroke recurrence, whereas overweight and obesity are protective factors for stroke recurrence. Overweight and obesity may be beneficial for secondary prevention in stroke patients. CLINICAL TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Qiuxia Qian
- Evidence‐Based Nursing Center, School of NursingLanzhou UniversityLanzhouChina
| | - Yuting Zhao
- Evidence‐Based Nursing Center, School of NursingLanzhou UniversityLanzhouChina
| | - Xin Fan
- Evidence‐Based Nursing Center, School of NursingLanzhou UniversityLanzhouChina
- The First Hospital, Lanzhou UniversityLanzhouGansuChina
| | - Jialu Li
- Evidence‐Based Nursing Center, School of NursingLanzhou UniversityLanzhouChina
| | - Jianxun Cao
- Department of RadiologyGansu Provincial HospitalLanzhouGansuChina
| | - Mengyu Yang
- Evidence‐Based Nursing Center, School of NursingLanzhou UniversityLanzhouChina
| | - Longchun Hua
- Department of Digestive EndoscopyGansu Provincial HospitalLanzhouGansuChina
| | - Xingxia Zhang
- Operating RoomGansu Third People's HospitalLanzhouGansuChina
| | - Ailing Yang
- The Second Hospital, Lanzhou UniversityLanzhouGansuChina
| | - Fengwa Zhang
- Burns Surgery/Plastic SurgeryGansu Provincial HospitalLanzhouGansuChina
| | - Yuxia Ma
- Evidence‐Based Nursing Center, School of NursingLanzhou UniversityLanzhouChina
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Gao J, Wei Z, Wang Z, Zhang Y. Global trends, disparities, and future projections of ischemic stroke burden attributed to low-fiber diets: An analysis based on GBD 2021. J Stroke Cerebrovasc Dis 2025; 34:108308. [PMID: 40209963 DOI: 10.1016/j.jstrokecerebrovasdis.2025.108308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Revised: 03/31/2025] [Accepted: 04/05/2025] [Indexed: 04/12/2025] Open
Abstract
OBJECTIVE This study aims to analyze the disease burden attributed to ischemic stroke related to low-fiber diets (IFD-IS) from 1990 to 2021, utilizing data from the Global Burden of Disease (GBD) database to identify trends and influencing factors of the disease burden. METHODS We conducted a comprehensive analysis of the number of deaths, Disability-Adjusted Life Years (DALYs), Years of Life Lost (YLLs), and Years Lost due to Disability (YLDs) associated with IFD-IS, covering various regions and populations. Statistical methods, including breakpoint regression, decomposition analysis, health inequality analysis, and forecasting analysis, were employed to assess trends and their correlation with the Sociodemographic Index (SDI). RESULTS The findings indicate that deaths, DALYs, YLLs, and YLDs related to IFD-IS have gradually increased globally, with a significantly higher burden in males compared to females. Notable regional disparities were observed, particularly with heavier burdens in China and sub-Saharan Africa. Higher SDI regions demonstrated better control over disease burdens, while aging and population growth were the primary factors contributing to the increase. Additionally, the trend of health inequality related to IFD-IS has slightly diminished, although it is projected that the disease burden will continue to rise by 2040. CONCLUSION This study underscores the necessity of implementing targeted public health interventions for IFD-IS, particularly in low SDI regions. Enhancing dietary education and resource allocation can significantly mitigate the rising trend of IFD-IS. Ongoing monitoring and research are crucial for formulating effective health policies to address this public health challenge.
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Affiliation(s)
- Jianhong Gao
- Hubei Minzu University, Central Hospital of Enshi Tujia and Miao Autonomous Prefecture, Enshi Hubei, 445000, China; Health Medical Center, Hubei Minzu University, Enshi, Hubei, 445000, China
| | - Zhenhua Wei
- Hubei Minzu University, Central Hospital of Enshi Tujia and Miao Autonomous Prefecture, Enshi Hubei, 445000, China; Health Medical Center, Hubei Minzu University, Enshi, Hubei, 445000, China
| | - Zhengyu Wang
- Health Medical Center, Hubei Minzu University, Enshi, Hubei, 445000, China
| | - Yun Zhang
- Department of Clinical Laboratory Center, Central Hospital of Enshi Tujia and Miao Autonomous Prefecture, Enshi, 445000, Hubei Province, China.
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Lee EJ, Jeong HY, Jung KH. National Trends of Vascular Risk Factor Control Among Stroke Survivors in Korea: From the National Health and Nutrition Examination Survey 2010 to 2021. J Korean Med Sci 2025; 40:e74. [PMID: 40425191 PMCID: PMC12105994 DOI: 10.3346/jkms.2025.40.e74] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Accepted: 11/12/2024] [Indexed: 05/29/2025] Open
Abstract
BACKGROUND To prevent stroke recurrence in stroke survivors, effective management of vascular risk factors (VRFs), including hypertension, diabetes, hyperlipidemia, and smoking, is essential. This study aimed to assess the VRF control status and trends among stroke survivors in Korea. METHODS This cross-sectional study analyzed data from 1,261 stroke survivors aged ≥ 19 years (mean age: 65.2 years; 43.1% female) who were part of the Korea National Health and Nutrition Examination Survey from 2010 to 2021. The control status of VRFs was evaluated using standardized criteria: hypertension (blood pressure < 140/90 mmHg), diabetes (hemoglobin A1c < 7%), hyperlipidemia (low-density lipoprotein cholesterol [LDL-C] < 70 mg/dL), and smoking status. Multivariate logistic regression analysis was conducted to identify factors associated with uncontrolled VRFs. RESULTS The rates of age-adjusted hypertension, diabetes, and smoking control remained consistent throughout the observation period. However, overall LDL-C control improved from 30.1% in 2010-2012 to 40.4% in 2019-2021 (P = 0.015), particularly in those aged ≥ 65 years. However, in the 19-49 age group, the control rate decreased from 47.0% to 15.8% (P = 0.048). Smoking rates showed no significant improvement (70.2% in 2019-2021 compared to 69.6% in 2010-2012), particularly among men. Living alone (adjusted odds ratio [aOR], 1.85; 95% confidence interval [CI], 1.03-3.32) was significantly associated with uncontrolled hypertension, whereas living in urban areas was linked to uncontrolled diabetes (aOR, 2.75; 95% CI, 1.06-7.17). Non-health screening was significantly associated with uncontrolled hyperlipidemia (aOR, 2.28; 95% CI, 1.25-4.14), and men were more likely to continue smoking (aOR, 4.47; 95% CI, 3.12-6.72). CONCLUSION These findings highlight the need for targeted health strategies to enhance risk-factor management and reduce stroke recurrence.
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Affiliation(s)
- Eung-Joon Lee
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Institute of Public Health and Care, Seoul National University Hospital, Seoul, Korea
| | - Han-Yeong Jeong
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Keun-Hwa Jung
- Department of Neurology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
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Zhang J, Wang Y, Hu J, Zeng Q. Exposure to greenness modifies the association between extreme temperature events and ischemic stroke recurrence in Tianjin, China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2025:1-12. [PMID: 40340601 DOI: 10.1080/09603123.2025.2502634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Accepted: 05/02/2025] [Indexed: 05/10/2025]
Abstract
Few studies have found an association between extreme temperature events and an increased risk of recurrent ischemic stroke (IS). We examined associations between extreme temperature events (heat waves, cold spells) and recurrent IS risk in Tianjin, China (2019-2020), using a time-stratified case-crossover design, while evaluating greenness's moderating role. Significant heat wave effects peaked at lag 8, with severe intensity events increasing IS recurrence risk by 39.8% (OR = 1.398, 95% CI:1.032-1.894). Cold spell impacts peaked at lag 3, with moderate intensity cold spells elevating risk by 20.3% (OR = 1.203, 95% CI: 1.052-1.377) and severe intensity cold spells elevating risk by 98.2% (OR = 1.982, 95% CI: 1.407-2.791). Greenness modified these associations: low-greenness areas strengthened heat wave effects(lag9:OR = 2.309,95%CI:1.024-5.209) but weakened cold spell impacts(OR = 1.557,95%CI:1.037-2.340), whereas high-greenness areas attenuated heat wave links(lag8:OR = 1.402,95%CI:1.022-1.924) and nullified cold spell associations. Age and sex disparities emerged - younger individuals and males showed higher susceptibility to heat waves, while older individuals and males were more vulnerable to cold spells. The findings highlight greenness as a potential modifier of extreme temperature events-related IS recurrence risks and underscore demographic-specific vulnerabilities.
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Affiliation(s)
- Jingwei Zhang
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yuming Wang
- School of Health and Wellness Management, Tianjin Medical College, Tianjin, China
| | - Junyi Hu
- Institute of Environmental Health, Tianjin Centers for Disease Control and Prevention, Tianjin, China
- School of Public Health, Tianjin Medical University, Tianjin, China
| | - Qiang Zeng
- Institute of Environmental Health, Tianjin Centers for Disease Control and Prevention, Tianjin, China
- School of Public Health, Tianjin Medical University, Tianjin, China
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Ma R, Qiao M, Zhou Y, Sun W, Lv Y, Zhou X, Wang Y, Wu X, Yu R. The Relationship Between Knowledge, Psychological Flexibility, Anxiety and Healthy Behaviour in Stroke Patients: A Chain Mediation Model. J Clin Nurs 2025. [PMID: 40329557 DOI: 10.1111/jocn.17820] [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: 03/13/2025] [Revised: 04/15/2025] [Accepted: 04/23/2025] [Indexed: 05/08/2025]
Abstract
AIMS To explore the mediating effects of psychological flexibility and anxiety between knowledge and health behaviour in stroke patients, and to provide a reference for improving the health behaviour of stroke patients. DESIGN A cross-sectional study. METHODS A convenience sampling method was used to recruit 219 stroke patients from a tertiary hospital in China from July to November 2024. Patients were surveyed using an electronic questionnaire containing demographic questions and validated scales for stroke knowledge, psychological flexibility, anxiety and health behaviour. IBM SPSS v26.0 software and PROCESS Process macro were used for data analysis. RESULTS The health behaviour score of stroke patients was 54.2 ± 3.8, and health behaviour was positively correlated with stroke knowledge and negatively correlated with psychological flexibility and anxiety. There was a significant chain-mediated effect of psychological flexibility and anxiety in the relationship between stroke knowledge and health behaviour. CONCLUSION Stroke knowledge not only directly predicts health behaviour in stroke patients, but also indirectly influences the health behaviour of patients through the chain mediation of psychological flexibility and anxiety. RELEVANCE TO CLINICAL PRACTICE This study highlights the importance of caregivers focusing on the interactions between patient knowledge, psychological flexibility, anxiety and health behaviour when caring for stroke patients. Comprehensive interventions aimed at enhancing stroke patients' knowledge, improving patients' psychological flexibility and reducing anxiety have the potential to improve patient health behaviour. PATIENT OR PUBLIC CONTRIBUTION Patients completed questionnaires. REPORTING METHOD The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist for cross-sectional studies was applied to report the results.
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Affiliation(s)
- Ruili Ma
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Mengting Qiao
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yating Zhou
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Wenjia Sun
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yanyan Lv
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Xu Zhou
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yi Wang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Xiaoyu Wu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Ruili Yu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
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Wang H, Wu G, Wang B, Liu Y, Zheng L, Wang H, Ding J. The impact of cerebral vessels morphological alteration and white matter hyperintensities burden on the one-year risk of ischemic stroke recurrence. BMC Med Imaging 2025; 25:150. [PMID: 40325356 PMCID: PMC12054279 DOI: 10.1186/s12880-025-01687-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Accepted: 04/23/2025] [Indexed: 05/07/2025] Open
Abstract
PURPOSE To assess the associations between cerebral vessels morphological features, white matter hyperintensities (WMHs), and the one-year risk of ischemic stroke recurrence. METHODS A total of 677 patients diagnosed with acute ischemic stroke from January 2018 to April 2021 were consecutively enrolled. Head computed tomography angiography (CTA) and magnetic resonance imaging including fluid-attenuated inversion recovery (FLAIR), were obtained on admission. Cerebral vessels morphological features such as volume, length, radius, density, tortuosity, branch complexity, and degree of stenosis were extracted and calculated using CTA data. Additionally, automated segmentation was employed for delineating WMHs lesions based on FLAIR images. By incorporating clinical characteristics, six predictive models were developed using Cox proportional hazards analysis to estimate the one-year risk of stroke recurrence. The performance of these models was evaluated by comparing the concordance index (C-index). RESULTS The study found significant associations between the lack of antiplatelet therapy at discharge, reduced length and branching of cerebral vessels, and increased burden of WMHs, with a higher one-year risk of recurrent ischemic stroke (all P < 0.05). The integrated model demonstrated superior prognostic capability (C-index: 0.750; 95% CI: 0.684-0.817), outperforming models based solely on clinical characteristics (C-index: 0.636; 95% CI: 0.555-0.717), cerebral vessels morphology (C-index: 0.601; 95% CI: 0.526-0.676), and WMHs burden (C-index: 0.680; 95% CI: 0.603-0.757). CONCLUSION The quantitative assessment of cerebral vessels morphological features and WMHs provides a promising neuroimaging tool for estimating the one-year risk of ischemic stroke recurrence. The incorporation of cerebral vessels morphological features enhances the predictive accuracy.
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Affiliation(s)
- Hao Wang
- Department of Neurology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Rd, Xuhui District, Shanghai, 200032, China
- Department of Radiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Guoqing Wu
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Bei Wang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Ying Liu
- Department of Neurology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Rd, Xuhui District, Shanghai, 200032, China
| | - Lan Zheng
- Department of Neurology, Minhang Hospital, Fudan University, Shanghai, China
| | - He Wang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Jing Ding
- Department of Neurology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Rd, Xuhui District, Shanghai, 200032, China.
- Department of Neurology, Minhang Hospital, Fudan University, Shanghai, China.
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Zhang L, Li Y, Fan W, Xue H. Exploring the Causal Link Between Systemic Lupus Erythematosus and Stroke Risk Through Mendelian Randomization Study. Ann Hum Genet 2025:e12599. [PMID: 40317492 DOI: 10.1111/ahg.12599] [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: 08/17/2024] [Revised: 02/14/2025] [Accepted: 04/11/2025] [Indexed: 05/07/2025]
Abstract
INTRODUCTION Observational studies have indicated an association between systemic lupus erythematosus (SLE) and stroke. However, the genetic causality of this association remains incompletely understood. This study utilizes Mendelian randomization (MR) to investigate the potential causal relationship between SLE and the risk of stroke. METHODS We utilized summary-level statistics data from the largest genome-wide association studies (GWASs) on SLE and stroke. The primary MR analysis was conducted using the inverse variance weighted (IVW) method, with supplementary analyses performed using the MR-Egger and weighted median (WM) methods. Sensitivity and heterogeneity analyses were additionally performed to ensure the robustness of the results. RESULTS The IVW analysis indicated a potential causal relationship between SLE and an increased risk of any ischemic stroke (odds ratio [OR] = 1.039, 95% confidence interval [CI]: 1.014-1.066, p = 0.002). However, no significant genetic association was observed between SLE and large artery stroke (OR: 1.024, 95% CI: 0.975-1.076, p = 0.326), cardioembolic stroke (OR: 1.014, 95% CI: 0.948-1.085, p = 0.667), small vessel stroke (OR: 0.983, 95% CI: 0.942-1.026, p = 0.458), or intracerebral hemorrhage (OR: 0.992, 95% CI: 0.934-1.054, p = 0.804). CONCLUSION This MR study provides genetic evidence supporting a causal association between SLE and an increased risk of ischemic stroke. These findings underscore the significance of active monitoring and prevention of ischemic stroke to mitigate cerebrovascular comorbidities in SLE patients. Given the existence of ethnic-specific genomic heterogeneity, caution is warranted in interpreting these results.
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Affiliation(s)
- Lingwen Zhang
- Department of Neurology, The Sixth People's Hospital of Chengdu, Chengdu, Sichuan, China
| | - Yaxin Li
- Department of Neurology, Sichuan Taikang Hospital, Chengdu, Sichuan, China
| | - Wenhui Fan
- Department of Neurology, Sichuan Taikang Hospital, Chengdu, Sichuan, China
| | - Hua Xue
- Department of Neurology, Sichuan Taikang Hospital, Chengdu, Sichuan, China
- Department of Neurology, Shengli Clinical Medical College of Fujian Medical University, Fujian, China
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Panagiotopoulos E, Palaiodimou L, Theodorou A, Papagiannopoulou G, Bakola E, Chondrogianni M, Psychogios K, Kargiotis O, Safouris A, Vlachopoulos C, Giannopoulos S, Themistocleous M, Lambadiari V, Tsivgoulis G, Stefanou MI. Lipoprotein(a) as a Stroke Biomarker: Pathophysiological Pathways and Therapeutic Implications. J Clin Med 2025; 14:2990. [PMID: 40364021 PMCID: PMC12072530 DOI: 10.3390/jcm14092990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2025] [Revised: 04/16/2025] [Accepted: 04/22/2025] [Indexed: 05/15/2025] Open
Abstract
Lipoprotein(a) [Lp(a)] has attracted widespread interest as a potential biomarker for cerebrovascular diseases due to its genetically determined and stable plasma concentration throughout life. Lp(a) exhibits pro-atherogenic and pro-thrombotic properties that contribute to vascular pathology in both extracranial and intracranial vessels. Elevated Lp(a) levels are strongly associated with large-artery atherosclerotic stroke, while data on its role in other ischemic subtypes and hemorrhagic stroke remains limited and inconsistent. Recent advances in Lp(a)-lowering therapies, such as antisense oligonucleotides and RNA-based agents, have demonstrated significant efficacy in reducing plasma Lp(a) levels. These advances have prompted increasing research into their potential application in the prevention and treatment of cerebrovascular diseases, aiming to determine whether Lp(a) reduction may translate into a reduced risk of stroke and large-artery atherosclerosis. This narrative review summarizes the current evidence on the association between Lp(a) and stroke, focusing on its utility in patient risk stratification. It also highlights existing knowledge gaps and outlines directions for future research, particularly in understanding subtype-specific effects and evaluating the clinical benefits of Lp(a)-targeted therapies.
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Affiliation(s)
- Evangelos Panagiotopoulos
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
| | - Lina Palaiodimou
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
| | - Aikaterini Theodorou
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
| | - Georgia Papagiannopoulou
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
| | - Eleni Bakola
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
| | - Maria Chondrogianni
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
| | - Klearchos Psychogios
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
- Stroke Unit, Metropolitan Hospital, 185 47 Piraeus, Greece;
| | | | - Apostolos Safouris
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
- Stroke Unit, Metropolitan Hospital, 185 47 Piraeus, Greece;
| | - Charalambos Vlachopoulos
- First Department of Cardiology, Hippokration University Hospital, School of Medicine, National and Kapodistrian University of Athens, 115 27 Athens, Greece;
| | - Sotirios Giannopoulos
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
| | | | - Vaia Lambadiari
- Research Institute and Diabetes Center, Second Department of Internal Medicine, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece;
| | - Georgios Tsivgoulis
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
| | - Maria-Ioanna Stefanou
- Second Department of Neurology, “Attikon” University Hospital, School of Medicine, National and Kapodistrian University of Athens, 124 62 Athens, Greece; (E.P.); (A.T.); (G.P.); (E.B.); (M.C.); (K.P.); (A.S.); (S.G.)
- Department of Neurology and Stroke, Eberhard-Karls University of Tubingen, 72074 Tubingen, Germany
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11
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Meredith N, Harp J, McLouth CJ, Frank JA, Cranford W, Al-Kawaz MN, Pahwa S, Trout AL, Stowe AM, Dornbos DL, Fraser JF, Pennypacker KR. Proteomic and Demographic Comparisons of Recurrent Ischemic Stroke Patients. Transl Stroke Res 2025:10.1007/s12975-025-01353-1. [PMID: 40268817 DOI: 10.1007/s12975-025-01353-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Revised: 03/30/2025] [Accepted: 04/15/2025] [Indexed: 04/25/2025]
Abstract
Rates of recurrent strokes have remained relatively unchanged over the past couple decades, highlighting a need for advancements in secondary prevention of stroke recurrence. This study utilizes the Blood And Clot Thrombectomy Registry And Collaboration (BACTRAC) tissue bank to identify proteomic and demographic differences in recurrent ischemic stroke patients. Blood samples were collected during mechanical thrombectomy of large-vessel occlusion ischemic strokes. Plasma levels for 184 inflammatory and cardiometabolic proteins were measured in systemic blood and intracranial blood from the infarction area. Differences between recurrent and first-stroke patients were analyzed using Fisher's Exact Test for categorical variables and Student's independent samples t tests or Welch's t tests for continuous variables. Proteins were divided into systemic and intracranial proteins, and independent samples t tests were performed with a False Discovery Rate of 5.0%. Significant variables were used in multiple logistic regression. There were 20 patients in the prior stroke group and 121 in the first stroke group. The prior stroke group had a significantly higher percentage of females (80.0% vs 50.4%, p = 0.016) and lower rate of hyperlipidemia comorbidity (10.5% vs 35.5%, p = 0.034). Two systemic proteins were significantly higher in those with a prior stroke: CCL14 and FGF-19. Multiple logistic regression found higher levels of CCL14 and FGF-19 to be predictive of a stroke being recurrent. Along with other demographics, these proteins could provide a predictive model to identify patients with risk of recurrent ischemic strokes. Serum CCL14 and FGF-19 levels are easily accessible biomarkers, making them possible therapeutic targets for recurrent stroke prevention.
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Affiliation(s)
| | - Jordan Harp
- Department of Neurology, University of Kentucky, Lexington, KY, USA
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA
| | - Christopher J McLouth
- Department of Neurology, University of Kentucky, Lexington, KY, USA
- Department of Biostatistics, University of Kentucky, Lexington, KY, USA
| | - Jacqueline A Frank
- Department of Neurosurgery, University of Kentucky, Lexington, KY, USA
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA
| | - Will Cranford
- Department of Biostatistics, University of Kentucky, Lexington, KY, USA
| | - Mais N Al-Kawaz
- Department of Neurosurgery, University of Kentucky, Lexington, KY, USA
| | - Shivani Pahwa
- Department of Neurosurgery, University of Kentucky, Lexington, KY, USA
| | - Amanda L Trout
- Department of Neurosurgery, University of Kentucky, Lexington, KY, USA
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA
| | - Ann M Stowe
- Department of Neurology, University of Kentucky, Lexington, KY, USA
- Department of Neuroscience, University of Kentucky, Lexington, KY, USA
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA
| | - David L Dornbos
- Department of Neurosurgery, University of Kentucky, Lexington, KY, USA
- Department of Radiology, University of Kentucky, Lexington, KY, USA
| | - Justin F Fraser
- Department of Neurology, University of Kentucky, Lexington, KY, USA
- Department of Neurosurgery, University of Kentucky, Lexington, KY, USA
- Department of Radiology, University of Kentucky, Lexington, KY, USA
- Department of Neuroscience, University of Kentucky, Lexington, KY, USA
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA
| | - Keith R Pennypacker
- Department of Neurology, University of Kentucky, Lexington, KY, USA.
- Department of Neurosurgery, University of Kentucky, Lexington, KY, USA.
- Department of Neuroscience, University of Kentucky, Lexington, KY, USA.
- Center for Advanced Translational Stroke Science, University of Kentucky, Lexington, KY, USA.
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12
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Mijajlović MD, Bornstein NM, Aleksić V. Secondary stroke prevention beyond antiplatelets: The role of colchicine and GLP-1RA - an ounce of prevention is worth a pound of cure. Ther Adv Neurol Disord 2025; 18:17562864251326769. [PMID: 40291758 PMCID: PMC12033550 DOI: 10.1177/17562864251326769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 02/21/2025] [Indexed: 04/30/2025] Open
Abstract
Stroke remains a major global health concern, ranking as the second most common cause of death and the third leading cause of disability worldwide. Despite advances in therapy and management, ischemic stroke patients continue to face high risks of recurrence, cardiovascular events, and mortality. Effective secondary stroke prevention is critical, encompassing antithrombotic therapy, management of vascular risk factors such as hypertension, dyslipidemia, and diabetes mellitus, and conducting healthy lifestyle. Approximately 80% of strokes are ischemic, with a significant proportion attributable to large-artery atherosclerosis of the extra- and intracranial arteries, particularly in the internal carotid artery. Atherothrombotic strokes, linked to plaque rupture and thrombus formation, present a notably high risk of recurrence. Inflammatory and immune mechanisms play pivotal roles in both the initiation and progression of atherosclerosis and stroke. Colchicine, an anti-inflammatory agent, has shown potential in managing cardiovascular disease, though its effects on stroke reduction and prevention have been inconsistent across studies. Its possible protective role against stroke is attributed to its anti-inflammatory actions, which include disrupting microtubule dynamics, inhibiting immune cell movement, and lowering inflammatory markers like L-Selectin and E-Selectin, while also suppressing interleukin release. Glucagon-like peptide-1 receptor agonists (GLP-1RA) agents have emerged as effective therapies for type 2 diabetes with notable cardiovascular benefits. These agents enhance glucose control while also providing protective effects against atherosclerosis and stroke. GLP-1RA drugs work by mimicking the effects of GLP-1, a peptide that regulates insulin release and glucose metabolism. They also exhibit anti-inflammatory properties, potentially reducing stroke risk through mechanisms such as improved endothelial function and reduced plaque formation. Clinical trials have indicated that GLP-1RA agents can significantly lower the incidence of nonfatal strokes and major adverse events. This narrative review underscores the importance of targeting inflammation to reduce the risk of recurrent stroke, emphasizing recent studies on colchicine and GLP-1RA. It consolidates evidence regarding the efficacy of these agents in secondary stroke prevention; however, future studies are needed to further explore their mechanisms and roles in comprehensive stroke management strategies.
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Affiliation(s)
- Milija D. Mijajlović
- Neurology Clinic, University Clinical Center of Serbia, Dr Subotica Street 6, 11000 Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Natan M. Bornstein
- Brain Division, Shaare Zedek Medical Center, Jerusalem, Israel
- Shaare Zedek Medical Center, Jerusalem, Israel
| | - Vuk Aleksić
- Department of Neurosurgery, Clinical Hospital Center Zemun, Belgrade, Serbia
- Faculty of Medicine Focˇa, University of East Sarajevo, East Sarajevo, Bosnia and Herzegovina
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13
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Basem J, Mani R, Sun S, Gilotra K, Dianati-Maleki N, Dashti R. Clinical applications of artificial intelligence and machine learning in neurocardiology: a comprehensive review. Front Cardiovasc Med 2025; 12:1525966. [PMID: 40248254 PMCID: PMC12003416 DOI: 10.3389/fcvm.2025.1525966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 03/20/2025] [Indexed: 04/19/2025] Open
Abstract
Neurocardiology is an evolving field focusing on the interplay between the nervous system and cardiovascular system that can be used to describe and understand many pathologies. Acute ischemic stroke can be understood through this framework of an interconnected, reciprocal relationship such that ischemic stroke occurs secondary to cardiac pathology (the Heart-Brain axis), and cardiac injury secondary to various neurological disease processes (the Brain-Heart axis). The timely assessment, diagnosis, and subsequent management of cerebrovascular and cardiac diseases is an essential part of bettering patient outcomes and the progression of medicine. Artificial intelligence (AI) and machine learning (ML) are robust areas of research that can aid diagnostic accuracy and clinical decision making to better understand and manage the disease of neurocardiology. In this review, we identify some of the widely utilized and upcoming AI/ML algorithms for some of the most common cardiac sources of stroke, strokes of undetermined etiology, and cardiac disease secondary to stroke. We found numerous highly accurate and efficient AI/ML products that, when integrated, provided improved efficacy for disease prediction, identification, prognosis, and management within the sphere of stroke and neurocardiology. In the focus of cryptogenic strokes, there is promising research elucidating likely underlying cardiac causes and thus, improved treatment options and secondary stroke prevention. While many algorithms still require a larger knowledge base or manual algorithmic training, AI/ML in neurocardiology has the potential to provide more comprehensive healthcare treatment, increase access to equitable healthcare, and improve patient outcomes. Our review shows an evident interest and exciting new frontier for neurocardiology with artificial intelligence and machine learning.
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Affiliation(s)
- Jade Basem
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | - Racheed Mani
- Department of Neurology, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Scott Sun
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | - Kevin Gilotra
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | - Neda Dianati-Maleki
- Department of Medicine, Division of Cardiovascular Medicine, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Reza Dashti
- Department of Neurosurgery, Stony Brook University Hospital, Stony Brook, NY, United States
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14
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Yu CC, Peng YQ, Lin C, Chiang CH, Liu CM, Lin YJ, Lin LY, Lo MT. ECG-based machine learning model for AF identification in patients with first ischemic stroke. Int J Stroke 2025; 20:411-418. [PMID: 39533802 DOI: 10.1177/17474930241302272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
BACKGROUND The recurrence rate of strokes associated with atrial fibrillation (AF) can be substantially reduced through the administration of oral anticoagulants. However, previous studies have not demonstrated a clear benefit from the universal application of oral anticoagulants in patients with embolic stroke of undetermined source. Timely detection of AF remains a challenge in patients with stroke. AIM This study aims to develop a convolutional neural network (CNN) model to accurately identify patients with AF using a 12-lead sinus-rhythm electrocardiogram (ECG) recorded around the time of the first ischemic stroke. In addition, this study also evaluates the model's ability to predict future occurrence of AF. METHODS A CNN model was trained with ECG data from patients at Taipei Veterans General Hospital. External validation was performed on ischemic stroke patients from National Taiwan University Hospital. The model's performance was assessed for detecting AF at the stroke event and predicting future AF occurrences. RESULTS The model demonstrated an area under curve (AUC) of 0.91 for internal validation and 0.69 for external validation in identifying AF at the stroke event, with sensitivity and negative predictive value both achieving 97%. Kaplan-Meier survival analysis of patients without a prior diagnosis of AF revealed a significant increase in future AF incidence among the high-risk group identified by the model (adjusted hazard ratio: 4.06; 95% confidence interval: 2.74-6.00). CONCLUSIONS The CNN model effectively identifies AF in stroke patients using 12-lead ECGs and predicts future AF events, facilitating early anticoagulation therapy and potentially reducing recurrent stroke risk. Further prospective studies are warranted to confirm these findings.
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Affiliation(s)
- Chih-Chieh Yu
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei City
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei City
| | - Yu-Qi Peng
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan
| | - Chen Lin
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan
| | - Chia-Hsin Chiang
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei City
- Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei City
| | - Chih-Min Liu
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei City
- Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei City
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei City
| | - Yenn-Jiang Lin
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei City
- Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei City
- Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei City
- Cardiovascular Center, Taichung Veterans General Hospital, Taichung
| | - Lian-Yu Lin
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei City
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei City
| | - Men-Tzung Lo
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan
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15
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Huang S, Wu Z, Lan W, Huang J, Wan H, Wang D, Chen JH. Identifying risk factors for recurrent mild ischemic stroke and high-risk population characteristics: A 1-year follow-up study. J Int Med Res 2025; 53:3000605251332585. [PMID: 40287982 PMCID: PMC12035232 DOI: 10.1177/03000605251332585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Accepted: 03/11/2025] [Indexed: 04/29/2025] Open
Abstract
ObjectiveThis observational study examined the risk factors associated with recurrence in patients with mild ischemic stroke and determined the characteristics of high-risk groups.MethodsA total of 656 patients hospitalized for mild ischemic stroke were monitored for 1 year. Statistical analyses, including odds ratio calculations and K-means clustering, were conducted to examine risk factors for recurrence and the characteristics of high-risk groups.ResultsAfter 1 year of follow-up, 99 patients experienced recurrent mild ischemic stroke, resulting in a recurrence rate of 15.09%. The analysis revealed several significant risk factors, including type 2 diabetes mellitus, atrial fibrillation, smoking and alcohol consumption, carotid artery stenosis, cerebral vascular stenosis, and multiple lesions. Propensity score matching confirmed these associations, and K-means clustering revealed that older males with type 2 diabetes mellitus and hypertension were likely to be in the high-risk group.ConclusionsHealthcare professionals should focus on tailored treatment and prevention strategies for high-risk patients, prioritizing the management of the abovementioned risk factors to reduce recurrence and improve outcomes.
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Affiliation(s)
- Shangmeng Huang
- The First Affiliated Hospital, Xiamen University, Xiamen, China
| | - Zhengyu Wu
- School of Public Affairs, Xiamen University, Xiamen, China
| | - Wenbin Lan
- The First Affiliated Hospital, Xiamen University, Xiamen, China
| | - Junqing Huang
- Fujian Xianyou General Hospital, Xiamen University, Xiamen, China
| | - Huijuan Wan
- The First Affiliated Hospital, Xiamen University, Xiamen, China
| | - Dewen Wang
- School of Public Affairs, Xiamen University, Xiamen, China
| | - Jin Han Chen
- The First Affiliated Hospital, Xiamen University, Xiamen, China
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16
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Choi SE, Bucci T, Huang JY, Yiu KH, Tsang CTW, Lau KK, Hill A, Irving G, Lip GYH, Abdul-Rahim AH. Early statin use is associated with improved survival and cardiovascular outcomes in patients with atrial fibrillation and recent ischaemic stroke: A propensity-matched analysis of a global federated health database. Eur Stroke J 2025; 10:116-127. [PMID: 39254367 PMCID: PMC11558656 DOI: 10.1177/23969873241274213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Accepted: 07/26/2024] [Indexed: 09/11/2024] Open
Abstract
INTRODUCTION Statins reduce recurrent stroke and cardiovascular events in patients with non-cardioembolic stroke. The benefits of statins in patients with AF and recent IS remain unclear. We aimed to investigate the benefits of statins in patients with AF and recent IS. PATIENTS AND METHODS This retrospective, cohort study was conducted using deidentified electronic medical records within TriNetX platform. Patients with AF and recent IS, who received statins within 28 days of their index stroke were propensity score-matched with those who did not. Patients were followed up for up to 2 years. Primary outcomes were the 2-year risk of recurrent IS, all-cause mortality and the composite outcome of all-cause mortality, recurrent IS, transient ischaemic attack (TIA), and acute myocardial infarction (MI). Secondary outcomes were the 2-year risk of TIA, intracranial haemorrhage (ICH), acute MI, and hospital readmission. Cox regression analyses were used to calculate hazard ratios (HRs) with 95% confidence intervals (95%CI). RESULTS Of 20,902 patients with AF and recent IS, 7500 (35.9%) received statins within 28 days of their stroke and 13,402 (64.1%) did not. 11,182 patients (mean age 73.7 ± 11.5; 5277 (47.2%) female) remained after propensity score matching. Patients who received early statins had significantly lower risk of recurrent IS (HR: 0.45, 95%CI: 0.41-0.48, p < 0.001), mortality (HR: 0.75, 95%CI: 0.66-0.84, p < 0.001), the composite outcome (HR: 0.48, 95%CI: 0.45-0.52, p < 0.001), TIA (HR: 0.37, 95%CI: 0.30-0.44, p < 0.001), ICH (HR: 0.59, 95%CI: 0.47-0.72, p < 0.001 ), acute MI (HR: 0.35, 95%CI: 0.30-0.42, p < 0.001) and hospital readmission (HR: 0.46, 95%CI: 0.42-0.50, <0.001). Beneficial effects of early statins were evident in the elderly, different ethnic groups, statin dose intensity, and AF subtypes, large vessel occlusion and embolic strokes and within the context of statin lipophilicity, optimal LDL-cholesterol levels, various cardiovascular comorbidities, treatment with intravenous thrombolysis or endovascular thrombectomy, and NIHSS 0-5 and NIHSS > 5 subgroups. DISCUSSION AND CONCLUSION Patients with AF and recent IS, who received early statins, had a lower risk of recurrent stroke, death, and other cardiovascular outcomes including ICH, compared to those who did not.
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Affiliation(s)
- Sylvia E Choi
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Tommaso Bucci
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
- Department of Clinical Internal, Anesthesiologic and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy
| | - Jia-yi Huang
- Cardiology Division, Department of Medicine, The University of Hong Kong Shen Zhen Hospital, Shen Zhen, China
- Cardiology Division, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Kai-Hang Yiu
- Cardiology Division, Department of Medicine, The University of Hong Kong Shen Zhen Hospital, Shen Zhen, China
- Cardiology Division, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Christopher TW Tsang
- Cardiology Division, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Kui Kai Lau
- Division of Neurology, Department of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, China
| | - Andrew Hill
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Stroke Division, Department of Medicine for Older People, Whiston Hospital, Mersey and West Lancashire Teaching Hospitals NHS Trust, Prescot, UK
| | - Greg Irving
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Health Research Institute, Edge Hill University Faculty of Health and Social Care, Ormskirk, UK
| | - Gregory YH Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Danish Center for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Azmil H Abdul-Rahim
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
- Stroke Division, Department of Medicine for Older People, Whiston Hospital, Mersey and West Lancashire Teaching Hospitals NHS Trust, Prescot, UK
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17
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Shahid MS, Bourgleh MS, Alharfi A, Albariqi S, Albalawi L, Alohali R, Albaqami T, Bourgleh MS. High-dose statins for the prevention of recurrent ischemic stroke: a systematic review and meta-analysis of randomized controlled trials. Ann Saudi Med 2025; 45:112-128. [PMID: 40189852 DOI: 10.5144/0256-4947.2025.112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/17/2025] Open
Abstract
INTRODUCTION Ischemic stroke (IS) is a leading cause of disability and mortality, with fatal outcomes increased with recurrent strokes. This systematic review and meta-analysis of randomized controlled trials (RCTs) evaluated the safety and efficacy of high-dose statins for secondary IS prevention. METHODS This review was regestered on PROSPERO (registration number: CRD42024574088). Cochrane methodology was followed in this review and comprehensively searched PubMed, Embase, Cochrane Library and clinicaltrial.gov, to include all RCTs conducted from 2004 to 2024, comparing high-dose statins (simvastatin ≥40 mg, atorvastatin ≥40 mg, and rosuvastatin ≥20 mg) with low-dose statins, placebo, or standard care. Outcomes of this review were recurrent IS reduction and adverse events reported in RCTs. RESULTS Nine RCTs involving 5,503 patients, with male patients ranging from 25.8% to 81.6% were included. Compared to controls, high-dose statins did not significantly reduce risks for secondary IS (OR 0.78, 95% CI [0.61, 1.00], P=.05) and hemorrhagic stroke (OR 0.85, 95% CI [0.56, 1.29], P=.45). Furthermore, no differences were observed in mortality rates and adverse events between groups. CONCLUSION Treatment with high dose statins didn't reduce the risk of stroke recurrence or improve mortality, though further research is needed.
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Affiliation(s)
- Muhammed Siddique Shahid
- From the Department of Clinical Sciences, College of Medicine, Sulaiman Al Rajhi University, Al Bukayriyah, Saudi Arabia
| | - Mariam Safwan Bourgleh
- From the Department of Clinical Sciences, College of Medicine, Sulaiman Al Rajhi University, Al Bukayriyah, Saudi Arabia
| | - Adel Alharfi
- From the Department of Clinical Sciences, College of Medicine, Tabuk University, Tabuk, Saudi Arabia
| | - Shahad Albariqi
- From the Department of Clinical Sciences, College of Medicine, King Khalid University, Abha, Asir Province, Saudi Arabia
| | - Lamia Albalawi
- From the Department of Clinical Sciences, College of Medicine, Tabuk University, Tabuk, Saudi Arabia
| | - Rema Alohali
- From the Department of Clinical Sciences, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Turki Albaqami
- From the Department of Clinical Sciences, College of Medicine, Shaqra University, Shaqra, Riyadh, Saudi Arabia
| | - Moaz Safwan Bourgleh
- From the Department of Clinical Sciences, College of Medicine, Sulaiman Al Rajhi University, Al Bukayriyah, Saudi Arabia
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18
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Feigin VL, Krishnamurthi R, Nair B, Rautalin I, Parag V, Anderson CS, Arroll B, Barber PA, Barker-Collo S, Bennett D, Brown P, Cadilhac DA, Douwes J, Exeter D, Ranta A, Ratnasabapathy Y, Swain A, Tautolo ES, Te Ao B, Thrift A, Tunnage B. Trends in stroke incidence, death, and disability outcomes in a multi-ethnic population: Auckland regional community stroke studies (1981-2022). THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2025; 56:101508. [PMID: 40143891 PMCID: PMC11938151 DOI: 10.1016/j.lanwpc.2025.101508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 01/15/2025] [Accepted: 02/17/2025] [Indexed: 03/28/2025]
Abstract
Background Reliable data on trends of stroke incidence and outcomes over time are necessary for assessing the effectiveness of public health and clinical strategies, and for allocating healthcare resources. We assessed the levels and trends in incidence, mortality, early case fatality and disability for stroke in a defined, ethnically mixed population over 40 years. Methods To analyse data from five population-based stroke incidence studies in adult residents (age ≥15 years) of the Greater Auckland Region of New Zealand (NZ) (1.35 million) over 12-month calendar periods for 1981-1982, 1991-1992, 2002-2003, 2011-2012, and 2021-2022. Fatal and non-fatal, hospitalised and non-hospitalised stroke events (first-ever and recurrent) were identified through multiple overlapping sources using clinical World Health Organization (WHO) diagnostic criteria and neuroimaging to define three major pathological types of stroke: ischaemic stroke (IS), primary intracerebral haemorrhage (PICH), subarachnoid haemorrhage (SAH), and stroke of undetermined type (SUT). Crude and age-standardised annual incidence, mortality, 28-day case fatality and disability level, and 40-year trends were calculated by age, sex, and ethnicity assuming a Poisson distribution. For comparison of our findings, we carried out a pooled analysis of methodologically comparable population-based stroke epidemiology estimates in high-income countries over the last two decades. Findings Overall, there were 7462 first-ever strokes (9917 events) over the 40-year period (4,682,012 person-years). From 1981-1982 to 2021-2022, age-standardised stroke incidence rates decreased from 156/100,000 (95% confidence interval [CI] 143; 170) to 124/100,000 (119; 130) and mortality rates from 98/100,000 (88; 110) to 28/100,000 (26; 31) in nearly all age, sex, and ethnic groups. Moreover, from 2002-2003 to 2021-2022, there was an increase in stroke incidence of 1.28% per year (95% CI 0.38-2.17) in people aged 15-54 years, with the mean age of people with stroke decreasing from 73.0 (SD ± 13.8) in 2002-2003 to 71.6 (SD ± 14.9) in 2011-2012 and 70.7 (SD ± 15.2) years in 2021-2022 (p for trend <0.0001). The risk of stroke in Māori and Pacific people in 2021-2022 was almost 1.5 and 2.0 times greater than that in NZ Europeans. Ethnic disparities in the risk of stroke and age of stroke onset remained stable over the study period. From 1981-1982 to 2021-2022, 28-day stroke case fatality declined from 33.1% to 12.1% (p < 0.0001). There was a trend towards reducing 28-day case-fatality (from 31.6% [95% CI 27.6; 35.7] in 1981-1982 to 11.4% [10.0; 12.7] in 2021-2022) and an increasing proportion of stroke survivors with good functional outcome at discharge/28-days post-stroke (increased from 45.7% (95% CI 41.3; 50.0) in 1981-1982 to 60.2% (58.1; 62.3) in 2021-2022). Interpretation Stroke incidence, 1-year mortality and 28-day case-fatality and disability have decreased in Auckland, NZ over the last 4 decades. However, over the last decade (2011-2022) there was a stagnation in the decline in the age-standardised stroke incidence rates. The absolute numbers of people with strokes, and those who have died or remained disabled from stroke, have significantly increased from 1981 to 2022. Ethnic disparities in the risk and burden of stroke persist. Effective prevention strategies for stroke must remain a high priority. Funding Health Research Council of New Zealand.
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Affiliation(s)
- Valery L. Feigin
- National Institute for Stroke and Applied Neurosciences, Faculty of Health and Environmental Sciences, AUT University, Private Bag 92006, Auckland, New Zealand
| | - Rita Krishnamurthi
- National Institute for Stroke and Applied Neurosciences, Faculty of Health and Environmental Sciences, AUT University, Private Bag 92006, Auckland, New Zealand
| | - Balakrishnan Nair
- National Institute for Stroke and Applied Neurosciences, Faculty of Health and Environmental Sciences, AUT University, Private Bag 92006, Auckland, New Zealand
| | - Ilari Rautalin
- National Institute for Stroke and Applied Neurosciences, Faculty of Health and Environmental Sciences, AUT University, Private Bag 92006, Auckland, New Zealand
- University of Helsinki, Finland
| | - Varsha Parag
- National Institute for Health Innovation, The University of Auckland, Auckland, New Zealand
| | - Craig S. Anderson
- The George Institute for Global Health, New South Wales, Australia
- University of New South Wales, Australia
- Neurology Department, Royal Prince Alfred Hospital, Sydney, Australia
- Institute for Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, China
| | - Bruce Arroll
- Faculty of Medical and Health Sciences, General Practice and Primary Healthcare, The University of Auckland, New Zealand
| | - P. Alan Barber
- University Research Centre for Brain Research, The University of Auckland, New Zealand
| | | | - Derrick Bennett
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Paul Brown
- University of California, Merced, CA, USA
| | - Dominque A. Cadilhac
- Stroke and Ageing Research, Department of Medicine, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
| | - Jeroen Douwes
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - Daniel Exeter
- Faculty of Medical and Health Sciences, The University of Auckland, New Zealand
| | - Anna Ranta
- Department of Medicine, University of Otago, Wellington, New Zealand
- Department of Neurology – Wellington Hospital, New Zealand
| | | | - Andrew Swain
- Research and Education, Kia Ora te Tangata - Wellington Free Ambulance, Wellington, New Zealand
- School of Clinical Sciences, Auckland University of Technology, Auckland, New Zealand
| | - El-Shadan Tautolo
- AUT Pacific Health Research Centre, Auckland University of Technology, Auckland, New Zealand
| | - Braden Te Ao
- School of Population Health, The University of Auckland, New Zealand
| | - Amanda Thrift
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Bronwyn Tunnage
- National Institute for Stroke and Applied Neurosciences, Faculty of Health and Environmental Sciences, AUT University, Private Bag 92006, Auckland, New Zealand
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19
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Liu C, Liu J, Ren H, Xu Y, Liu W. Efficacy of Intravenous Tenecteplase Bridge Thrombectomy for Recurrent Ischemic Stroke Within 3 Months: A Case Report. Int Med Case Rep J 2025; 18:235-239. [PMID: 39959714 PMCID: PMC11827499 DOI: 10.2147/imcrj.s497458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Accepted: 01/22/2025] [Indexed: 02/18/2025] Open
Abstract
In the previous guideline recommendations, patients who have had a stroke within 3 months are excluded from intravenous thrombolysis (IVT) regimens. Some studies have suggested that IVT with alteplase (rt-PA) may be effective and safe in such patients, but evidence supporting the use of tenecteplase (TNK) is not sufficient. This paper includes an 80-year-old male patient readmitted for recurrence of ischaemic stroke (IS) after 48 days, who received TNK IVT as a bridging therapy prior to thrombectomy, with favourable results at 8-week follow-up. This case highlights that TNK alone or IVT as a bridging therapy prior to thrombectomy can also benefit patients with recurrent stroke within 3 months.
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Affiliation(s)
- Cuicui Liu
- Department of Neurology, The Third Hospital of Hebei Medical University, Shijiazhuang, People’s Republic of China
| | - Junyan Liu
- Department of Neurology, The Third Hospital of Hebei Medical University, Shijiazhuang, People’s Republic of China
| | - Huiling Ren
- Department of Neurology, The Third Hospital of Hebei Medical University, Shijiazhuang, People’s Republic of China
| | - Yuzhu Xu
- Department of Neurology, The Third Hospital of Hebei Medical University, Shijiazhuang, People’s Republic of China
| | - Wanhu Liu
- Department of Neurology, The Third Hospital of Hebei Medical University, Shijiazhuang, People’s Republic of China
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20
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Mansoor H, Manion D, Kucharska-Newton A, Delcher C, Lo-Ciganic WH, Jicha G, Moga DC. Sex Differences in Prescription Patterns and Medication Adherence to Guideline-Directed Medical Therapy Among Patients With Ischemic Stroke. Stroke 2025; 56:318-325. [PMID: 39352020 PMCID: PMC11772120 DOI: 10.1161/strokeaha.124.048058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 09/10/2024] [Accepted: 09/26/2024] [Indexed: 01/29/2025]
Abstract
BACKGROUND Ischemic stroke is a leading cause of death and disability. Society guidelines recommend pharmacotherapies for secondary stroke prevention. However, the role of sex differences in prescription and adherence to guideline-directed medical therapies (GDMT) after ischemic stroke remains understudied. The aim of this study was to examine sex differences in prescription patterns and adherence to GDMT at 1 year after ischemic stroke in a cohort of commercially insured patients. METHODS Using the Truven Health MarketScan database from 2016 to 2020, we identified patients admitted with ischemic stroke. GDMT was defined as any statin, antihypertensive agents, or oral anticoagulant prescription within 30 days after discharge. Medication adherence was estimated using the proportion of days covered at 1 year. The proportion of days covered <0.80 was used to define nonadherence. A multivariable model adjusting for covariates was performed to identify the factors associated with nonadherence at 1 year. This analysis was restricted to new users of GDMT. RESULTS Among 155 220 patients admitted with acute ischemic stroke during the study period, 15 919 met the inclusion criteria. The mean age was 55.7 years, and 8218 (51.7%) were women. Women were less likely to be prescribed statins (58.0% versus 71.8%) and antihypertensive agents (27.7% versus 41.8%). In this subset of patients with atrial flutter/fibrillation, women were also less likely to be prescribed oral anticoagulants (41.2% versus 45.0%). Women were more likely to be nonadherent (ie, proportion of days covered <0.80) to statins (47.3% versus 41.6%; P<0.0001), antihypertensives (33.3% versus 32.2%; P=0.005), and the combination of both (49.6% versus 45.0%; P=0.003). On multivariable analysis, women were likely to be nonadherent to statins and antihypertensive agents at 1 year (odds ratio, 1.23 [95% CI, 1.08-1.41]). CONCLUSIONS In this real-world analysis of commercially insured patients with ischemic stroke, women were less likely initiated on GDMT within 30 days after discharge. Women were more likely to be nonadherent to statins and antihypertensive agents at 1 year. Future efforts and novel interventions are needed to understand the reasons and minimize these disparities.
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Affiliation(s)
- Hend Mansoor
- Department of Pharmacy Practice and Science, University of Kentucky, Lexington, KY
| | - Daniel Manion
- Department of Pharmacy Practice and Science, University of Kentucky, Lexington, KY
| | - Anna Kucharska-Newton
- Department of Epidemiology and Environmental Health, University of Kentucky, Lexington, KY
| | - Chris Delcher
- Department of Pharmacy Practice and Science, University of Kentucky, Lexington, KY
| | - Wei-Hsuan Lo-Ciganic
- Division of General Internal Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Pharmaceutical Policy and Prescribing, Health Policy Institute, University of Pittsburgh, Pittsburgh, PA, USA
- North Florida/South Georgia Veterans Health System; Geriatric Research Education and Clinical Center, Gainesville, FL, USA
| | - Gregory Jicha
- Department of Neurology, University of Kentucky, Lexington, KY
| | - Daniela C. Moga
- Department of Pharmacy Practice and Science, University of Kentucky, Lexington, KY
- Department of Epidemiology and Environmental Health, University of Kentucky, Lexington, KY
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21
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Radu RA, Cagnazzo F, Derraz I, Dargazanli C, Gascou G, Lefevre PH, Arquizan C, Costalat V. Use of optical coherence tomography in selected patients with recurrent cryptogenic stroke: A case series and technical discussion. Interv Neuroradiol 2025; 31:88-94. [PMID: 36628417 PMCID: PMC11833837 DOI: 10.1177/15910199221150472] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 12/23/2022] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Despite advances in secondary stroke prevention during the last several years, cryptogenic stroke remains associated with a high risk of recurrence. Studies have shown that the recurrence risk is higher in patients with large artery disease in which complex carotid plaques and carotid WEBs are identified. METHODS This is a case series of six patients with cryptogenic recurrent stroke in which conventional imaging and extensive workup did not identify an etiology. Intravascular optic coherence tomography (OCT) was performed using a ballon-guided flow-arrest technique to identify possible covert carotid lesions. RESULTS We present six cases in which, with the help of OCT, we identified three carotid WEBs with associated thrombosis and two ulcerated carotid artery plaques. Four patients were subsequently treated with endovascular stent placement without complications. OCT permitted the distinction between complicated carotid artery plaque and carotid WEB. CONCLUSION Intravascular OCT is a feasible and safe approach to identifying patients with covert carotid wall abnormalities, like carotid WEBs and ulcerated plaques, that are amenable to carotid stenting to reduce recurrent stroke risk.
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Affiliation(s)
- Răzvan Alexandru Radu
- Department of Neuroradiology, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
| | - Federico Cagnazzo
- Department of Neuroradiology, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
| | - Imad Derraz
- Department of Neuroradiology, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
| | - Cyril Dargazanli
- Department of Neuroradiology, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
| | - Grégory Gascou
- Department of Neuroradiology, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
| | - Pierre-Henri Lefevre
- Department of Neuroradiology, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
| | - Caroline Arquizan
- Department of Neurology, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
| | - Vincent Costalat
- Department of Neuroradiology, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
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22
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Chen K, He J, Fu L, Song X, Cao N, Yuan H. Prediction of ischemic stroke in patients with H-type hypertension based on biomarker. Sci Rep 2025; 15:1221. [PMID: 39774965 PMCID: PMC11707281 DOI: 10.1038/s41598-024-83662-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 12/16/2024] [Indexed: 01/11/2025] Open
Abstract
Hypertension combined with hyperhomocysteinemia significantly raises the risk of ischemic stroke. Our study aimed to develop and validate a biomarker-based prediction model for ischemic stroke in Hyperhomocysteinemia-type (H-type) hypertension patients. We retrospectively included 3,305 patients in the development cohort, and externally validated in 103 patients from another cohort. Logistic regression, least absolute shrinkage and selection operator regression, and best subset selection analysis were used to assess the contribution of variables to ischemic stroke, and models were derived using four machine learning algorithms. Area Under Curve (AUC), calibration plot and decision-curve analysis respectively evaluated the discrimination and calibration of four models, then external validation and visualization of the best-performing model. There were 1,415 and 42 patients with ischemic stroke in the development and validation cohorts. The final model included 8 predictors: age, antihypertensive therapy, biomarkers (serum magnesium, serum potassium, proteinuria and hypersensitive C-reactive protein), and comorbidities (atrial fibrillation and hyperlipidemia). The optimal model, named A2BC ischemic stroke model, showed good discrimination and calibration ability for ischemic stroke with AUC of 0.91 and 0.87 in the internal and external validation cohorts. The A2BC ischemic stroke model had satisfactory predictive performances to assist clinicians in accurately identifying the risk of ischemic stroke for patients with H-type hypertension.
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Affiliation(s)
- Ke Chen
- Department of Clinical Laboratory, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road No. 2, Chaoyang District, Beijing, 100029, China
| | - Jianxun He
- Department of Clinical Laboratory, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road No. 2, Chaoyang District, Beijing, 100029, China
| | - Lan Fu
- Physical Examination Center, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road No. 2, Chaoyang District, Beijing, 100029, China
| | - Xiaohua Song
- Physical Examination Center, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road No. 2, Chaoyang District, Beijing, 100029, China
| | - Ning Cao
- Department of Clinical Laboratory, China-Japan Friendship Hospital, Yinghuayuan East Street No. 2, Chaoyang District, Beijing, 100029, China
| | - Hui Yuan
- Department of Clinical Laboratory, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road No. 2, Chaoyang District, Beijing, 100029, China.
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23
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Gutierrez-Martinez J, Vega-Martinez G, Toledo-Peral CL, Mercado-Gutierrez JA, Quinzaños-Fresnedo J. A NIRS-Based Technique for Monitoring Brain Tissue Oxygenation in Stroke Patients. SENSORS (BASEL, SWITZERLAND) 2024; 24:8175. [PMID: 39771909 PMCID: PMC11679141 DOI: 10.3390/s24248175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 12/04/2024] [Indexed: 01/11/2025]
Abstract
Stroke is a global health issue caused by reduced blood flow to the brain, which leads to severe motor disabilities. Measuring oxygen levels in the brain tissue is crucial for understanding the severity and evolution of stroke. While CT or fMRI scans are preferred for confirming a stroke due to their high sensitivity, Near-Infrared Spectroscopy (NIRS)-based systems could be an alternative for monitoring stroke evolution. This study explores the potential of fNIRS signals to assess brain tissue in chronic stroke patients along with rehabilitation therapy. To study the feasibility of this proposal, ten healthy subjects and three stroke patients participated. For signal acquisition, two NIRS sensors were placed on the forehead of the subjects, who were asked to remain in a resting state for 5 min, followed by a 30 s motor task for each hand, which consists of opening and closing the hand at a steady pace, with a 1 min rest period in between. Acomplete protocol for placing sensors and a signal processing algorithm are proposed. In healthy subjects, a measurable change in oxygen saturation was found, with statistically significant differences (females p = 0.016, males p = 0.005) between the resting-state and the hand movement conditions. This work showed the feasibility of the complete proposal, including the NIRS sensor, the placement, the tasks protocol, and signal processing, for monitoring the state of the brain tissue cerebral oxygenation in stroke patients undergoing rehabilitation therapy. Thus this is a non-invasive barin assessment test based on fNIRS with the potential to be implemented in non-controlled clinical environments.
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Affiliation(s)
- Josefina Gutierrez-Martinez
- Division for Research in Medical Engineering, Instituto Nacional de Rehabilitacion Luis Guillermo Ibarra Ibarra, Mexico City 14389, Mexico; (J.G.-M.); (C.L.T.-P.); (J.A.M.-G.)
| | - Gabriel Vega-Martinez
- Division for Research in Medical Engineering, Instituto Nacional de Rehabilitacion Luis Guillermo Ibarra Ibarra, Mexico City 14389, Mexico; (J.G.-M.); (C.L.T.-P.); (J.A.M.-G.)
| | - Cinthya Lourdes Toledo-Peral
- Division for Research in Medical Engineering, Instituto Nacional de Rehabilitacion Luis Guillermo Ibarra Ibarra, Mexico City 14389, Mexico; (J.G.-M.); (C.L.T.-P.); (J.A.M.-G.)
| | - Jorge Airy Mercado-Gutierrez
- Division for Research in Medical Engineering, Instituto Nacional de Rehabilitacion Luis Guillermo Ibarra Ibarra, Mexico City 14389, Mexico; (J.G.-M.); (C.L.T.-P.); (J.A.M.-G.)
| | - Jimena Quinzaños-Fresnedo
- Division of Neurological Rehabilitiation, Instituto Nacional de Rehabilitacion Luis Guillermo Ibarra Ibarra, Mexico City 14389, Mexico;
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24
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Venketasubramanian N, Kusuma Y, Yeo LLL, Chan B. Direct-Acting Oral Anticoagulant Dabigatran as a Bridging Therapy while Optimizing Warfarin Dosage for Cardioembolic Stroke. Cerebrovasc Dis Extra 2024; 15:48-55. [PMID: 39709948 PMCID: PMC11842082 DOI: 10.1159/000543301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 12/17/2024] [Indexed: 12/24/2024] Open
Abstract
INTRODUCTION Parenteral heparin is widely used as bridging therapy while optimizing oral anticoagulation (OAC). Newer direct-acting OACs (DOACs) attain therapeutic effect very quickly. We report the use of dabigatran as bridging therapy during warfarin optimization for cardioembolic stroke in two patients who opted to receive warfarin for long-term anticoagulation for secondary stroke prevention. CASE PRESENTATIONS Patient A was a 60-year-old man with hypertension, hyperlipidaemia, and gout who was admitted with a sudden onset of left-sided weakness. Clinically, he was alert but had right gaze preference and left-sided hemiplegia. The clinical diagnosis was of a right cortical stroke. He underwent intravenous tPA augmented with sonothrombolysis - the National Institute of Health Stroke Scale (NIHSS) score fell from 7 to 0. Repeat brain scan showed infarcts in the right frontal and parietal lobes. He was found to have atrial fibrillation (AF) and advised anticoagulation. He opted for warfarin with dabigatran bridging which was started on day 2 of his hospital admission. His International Normalized Ratio (INR) exceeded 2 by day 6 of anticoagulation, at which time the bridging dabigatran was stopped, fixed-dose warfarin was continued, and he was discharged well. On subsequent reviews in the clinic, his INR was in the therapeutic range of 2.0-3.0. He had no bleeding or recurrent ischaemic events during follow-up. Patient B was a 78-year-old man with a hypertension, hyperlipidaemia, and diabetes mellitus. He was admitted after he developed difficulty talking and mild right-sided weakness. Clinically, he was alert but had expressive aphasia and mild right-sided upper limb weakness (NIHSS 6). The clinical diagnosis was of a left cortical stroke. The brain scan showed a left posterior frontal and parietal infarct. He was out of the time window for recanalization therapy and was treated conservatively. He was found to have AF and advised anticoagulation. He opted for warfarin with dabigatran bridging which was started on day 1 of his hospital admission. His INR was almost 2 by day 5 of anticoagulation, at which time the bridging dabigatran was stopped and fixed-dose warfarin continued. He declined daily blood taking - his INR 4 days later was in the therapeutic range of 2.0-3.0. He had no bleeding or recurrent ischaemic events. He underwent rehabilitation uneventfully and was discharged well. CONCLUSIONS The use of DOACs such as dabigatran as bridging therapy during optimization of OAC is feasible. Compared to heparin as bridging therapy, DOAC has the advantage of oral administration, lower cost, and possibly lower bleeding risks. This novel practice may be applicable in thrombosis in arterial and venous circulations, e.g., ischaemic stroke, deep venous thrombosis, pulmonary embolism.
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Affiliation(s)
| | - Yohanna Kusuma
- School of Medicine, Deakin University, Geelong, VIC, Australia
- Department of Neurology, The Royal Melbourne Hospital, Melbourne, VIC, Australia
- The University of Melbourne, Faculty of Medicine, Dentistry, and Health Sciences, Carlton, VIC, Australia
- Department of Neurology, National Brain Centre Prof Dr. dr Mahar Mardjono-Airlangga University, Jakarta, Indonesia
| | - Leonard Leong Litt Yeo
- Division of Neurology, Department of Medicine, National University, Singapore, Singapore
| | - Bernard Chan
- Division of Neurology, Department of Medicine, National University, Singapore, Singapore
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25
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Jiang RH, Liu XL, Xu XQ, Shi HB, Liu S. Proteomic Composition of Acute Ischemic Stroke Thrombi Retrieved via Endovascular Thrombectomy Is Associated with Stroke Etiology. Transl Stroke Res 2024:10.1007/s12975-024-01317-x. [PMID: 39693038 DOI: 10.1007/s12975-024-01317-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Revised: 12/04/2024] [Accepted: 12/12/2024] [Indexed: 12/19/2024]
Abstract
The objective of this study is to investigate the protein components of acute ischemic stroke (AIS) thrombi using four-dimensional independent data acquisition (4D-DIA) proteomics and reveal the correlations between thrombotic protein components and AIS etiology. From April to September 2023, we enrolled a total of 30 patients who underwent endovascular thrombectomy at our institute and were diagnosed in accordance with large artery atherosclerosis (LAA; n = 15) or cardioembolism (CE; n = 15). Thromboembolic material was collected for 4D-DIA proteomic detection. We then analyzed it for differentially expressed proteins (DEPs; fold change [FC] ≥ 1.5 or ≤ 0.67), performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses, and mapped protein-protein interactions (PPIs). In the 30 retrieved clots, 5115 proteins were expressed. Of these, we screened 246 DEPs between the LAA and CE groups, such as histone H4, collagen α1, and differentially expressed in neoplastic versus normal cells domain-containing protein 6A. GO analysis revealed that the DEPs' most important biological process was cellular process, the most important Cell Component was cell part, the molecular function was binding, and the most significantly enriched pathway was thiamine metabolism. PPI results revealed complicated interactions among these DEPs, of which superoxide dismutase, catalase, and γ-enolase might play important roles. This study outlines a promising molecular approach to differentiating the etiology of AIS between CE and LAA through the proteomics of retrieved thrombi, which might also inform future research into thrombotic biology.
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Affiliation(s)
- Run-Hao Jiang
- Department of Interventional Radiology, the First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210000, People's Republic of China
| | - Xing-Long Liu
- Department of Interventional Radiology, the First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210000, People's Republic of China
| | - Xiao-Quan Xu
- Department of Radiology, the First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210000, People's Republic of China
| | - Hai-Bin Shi
- Department of Interventional Radiology, the First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210000, People's Republic of China
| | - Sheng Liu
- Department of Interventional Radiology, the First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210000, People's Republic of China.
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26
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Li J, Liu L, Zhang R, Pan L, Tan J, Ou M, Luo X, Peng J, Hu Z. Associations of NETs with inflammatory risk and clinical predictive value in large artery atherosclerosis stroke: a prospective cohort study. Front Immunol 2024; 15:1488317. [PMID: 39737165 PMCID: PMC11682974 DOI: 10.3389/fimmu.2024.1488317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 11/27/2024] [Indexed: 01/01/2025] Open
Abstract
Background and objective Neutrophil extracellular traps (NETs) with inflammatory risk are important contributors to cardiovascular disease, but no definitive information is available in large artery atherosclerotic (LAA) stroke. This study aims to investigate the association between NETs with related inflammatory biomarkers and prognosis of LAA stroke in the Chinese population. Methods A prospective study involving 145 LAA stroke cases and 121 healthy controls was conducted. Serum levels of MPO-DNA, PAD4, HMGB1, C1q, AIM2, ASC, Caspase-1, IL-1β, IL-6, and IL-8 were determined in all participants. The biomarkers were detected at three time points after stroke onset (24 hours: T1, 48 hours: T2, 7 days: T3) for LAA stroke patients and once for controls. Patients were followed up for 2 years after the ischemic event. Results The serum MPO-DNA, PAD4, C1q, IL-1β, IL-6 and IL-8 reach their peak at 24 hours after stroke onset and show a decreasing trend during acute phase. MPO-DNA, AIM2 and IL-1β at baseline were associated with poor outcome at 3 months, further GMDR analysis revealed that the combination of MPO-DNA, AIM2 and IL-1β exert a synergistic effect on the prognosis of LAA stroke (OR: 8.75 95%CI (2.10-32.42)). For time-to-event analysis, MPO-DNA, Caspase-1 and IL-1β at baseline were predictors of MVEs after stroke (HR:4.04 (95%CI 1.28-12.70), 2.33 (95%CI 1.06-5.12) and 4.09 (95%CI 1.39-11.99), respectively). Conclusions NETs and related inflammatory biomarkers at baseline predicted outcome at 3 months and late major vascular events following LAA stroke, supporting a rationale of randomized trials for targeted therapy directed at high-risk patients with elevated baseline NETs and related inflammatory biomarkers.
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Affiliation(s)
- Jiang Li
- Health Management Medical Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Lei Liu
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ruxu Zhang
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Liqun Pan
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Juanying Tan
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Mingxin Ou
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiuju Luo
- Department of Clinical Laboratory, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jun Peng
- Department of Pharmacology, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, China
| | - Zhongyang Hu
- Department of Neurology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
- Department of Pharmacology, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, China
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Ke L, Zhang H, Long K, Peng Z, Huang Y, Ma X, Wu W. Risk factors and prediction models for recurrent acute ischemic stroke: a retrospective analysis. PeerJ 2024; 12:e18605. [PMID: 39611013 PMCID: PMC11604039 DOI: 10.7717/peerj.18605] [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] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 11/07/2024] [Indexed: 11/30/2024] Open
Abstract
Background Ischemic stroke is one of the leading causes of disability and death worldwide, with a high risk of recurrence that severely impacts the quality of life of patients. Therefore, identifying and analyzing the risk factors for recurrent ischemic stroke is crucial for the prevention and management of this disease. Methods A total of 114 cases of recurrent acute ischemic stroke patients admitted from July 2017 to March 2021 were selected as the observation group, and another 409 cases of initial ischemic stroke patients from the same period as the control group. The clinical data of the observation group and the control group were compared to analyze the risk factors associated with the readmission of ischemic stroke. A single-factor analysis (Model 1), Least Absolute Shrinkage and Selection Operator (LASSO) regression, and machine learning methods (Model 2) were used to screen important variables, and a multi-factor COX Proportional Hazards Model regression stroke recurrence risk prediction model was constructed. The predictive performance of the model was evaluated by the consistency index (C-index). Results Multivariate COX regression analysis revealed that history of hypertension (Hazard Ratio [HR] = 2.549; 95% Confidence Interval (CI) [1.503-4.321]; P = 0.001), history of cerebral infarction (HR = 1.709; 95% CI [1.066-2.738]; P = 0.026), cerebral artery stenosis (HR = 0.534; 95% CI [0.306-0.931]; P = 0.027), carotid arteriosclerosis (HR = 1.823; 95% CI [1.137-2.924]; P = 0.013), systolic blood pressure (HR = 0.981; 95% CI [0.971-0.991]; P < 0.0001), red cell distribution width-coefficient of variation (RDW-CV) (HR = 1.251; 95% CI [1.019-1.536]; P = 0.033), mean platelet volume (MPV) (HR = 1.506; 95% CI [1.148-1.976]; P = 0.003), uric acid (UA) (HR = 0.995; 95% CI [0.991-1.000]; P = 0.049) were found significantly associated with acute ischemic stroke. The C-index of the full COX model was 0.777 (0.732~0.821), showing a good discrimination between Model 1 and Model 2. Conclusions History of hypertension, history of cerebral infarction, cerebral artery stenosis, carotid atherosclerosis, systolic blood pressure, UA, RDW-CV, and MPV were identified as risk factors for acute ischemic stroke recurrence. The model can be used to predict the recurrence of acute ischemic stroke.
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Affiliation(s)
- Liuhua Ke
- Department of Clinical Laboratory, Liuzhou Traditional Chinese Medical Hospital, Liuzhou, Guangxi, China
| | - Hongyu Zhang
- Department of Clinical Laboratory, Liuzhou Traditional Chinese Medical Hospital, Liuzhou, Guangxi, China
| | - Kang Long
- Department of Clinical Laboratory, Liuzhou Traditional Chinese Medical Hospital, Liuzhou, Guangxi, China
| | - Zheng Peng
- Department of Clinical Laboratory, Liuzhou Traditional Chinese Medical Hospital, Liuzhou, Guangxi, China
| | - Yongjun Huang
- Department of Neurology, Liuzhou Traditional Chinese Medical Hospital, Liuzhou, Guangxi, China
| | - Xingxuan Ma
- Department of Clinical Laboratory, Liuzhou Traditional Chinese Medical Hospital, Liuzhou, Guangxi, China
| | - Wanjun Wu
- Department of Clinical Laboratory, Liuzhou Traditional Chinese Medical Hospital, Liuzhou, Guangxi, China
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Alashram AR. Combined robot-assisted therapy virtual reality for upper limb rehabilitation in stroke survivors: a systematic review of randomized controlled trials. Neurol Sci 2024; 45:5141-5155. [PMID: 38837113 DOI: 10.1007/s10072-024-07628-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 05/28/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND Upper limb impairments are among the most common consequences following a stroke. Recently, robot-assisted therapy (RT) and virtual reality (VR) have been used to improve upper limb function in stroke survivors. OBJECTIVES This review aims to investigate the effects of combined RT and VR on upper limb function in stroke survivors and to provide recommendations for researchers and clinicians in the medical field. METHODS We searched PubMed, SCOPUS, REHABDATA, PEDro, EMBASE, and Web of Science from inception to March 28, 2024. Randomized controlled trials (RCTs) involving stroke survivors that compared combined RT and VR interventions with either passive (i.e., sham, rest) or active (i.e., traditional therapy, VR, RT) interventions and assessed outcomes related to upper limb function (e.g., strength, muscle tone, or overall function) were included. The Cochrane Collaboration tool was used to evaluate the methodological quality of the included studies. RESULTS Six studies were included in this review. In total, 201 patients with stroke (mean age 57.84 years) were involved in this review. Four studies were considered 'high quality', while two were considered as 'moderate quality' on the Cochrane Collaboration tool. The findings showed inconsistent results for the effects of combined RT and VR interventions on upper limb function poststroke. CONCLUSION In conclusion, there are potential effects of combined RT and VR interventions on improving upper limb function, but further research is needed to confirm these findings, understand the underlying mechanisms, and assess the consistency and generalizability of the results.
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Affiliation(s)
- Anas R Alashram
- Department of Physiotherapy, Middle East University, Ammam, Jordan.
- Applied Science Research Center, Applied Science Private University, Amman, Jordan.
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Roma Open University, Rome, Italy.
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29
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Askari S, Phadke CP, Fernandez JA, Frates EP. Paving the Path to Wellness for Stroke Survivors: A Lifestyle Medicine Group Intervention. Am J Lifestyle Med 2024; 18:820-825. [PMID: 39507919 PMCID: PMC11536483 DOI: 10.1177/15598276231221118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Stroke is the leading cause of disability and the second-most leading cause of mortality. Stroke has both physical and psychological impact on the lives of stroke survivors. Lifestyle modifications have a pivotal role in post-stroke management care. The Paving the Path to Wellness Program (PPWP) is a 12-week program offered to stroke survivors at Spaulding Rehabilitation Center following discharge. The program encompasses the following domains: physical activity, nutrition, stress management, time-outs, energy, sleep, purpose, and social connections. OBJECTIVE The purpose of this pilot study was to evaluate the effectiveness of the PPWP on the recovery of stroke survivors. METHODS Three stroke survivors who participated in the program were interviewed following completion of the program. RESULTS The results showed the PPWP had a positive impact on physical health (e.g., increased physical activity, weight loss, nutrition awareness, and better stress management); helped to create a new purpose (e.g., happiness, satisfaction, and well-being); and improved the social life of the participants (better awareness and importance of friends and family). CONCLUSIONS Next steps are to study this program in a larger stroke population and examine long-term effects.
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Affiliation(s)
- Sussan Askari
- Department of Physical Medicine and Rehabilitation, Queen’s University, Kingston, ON, Canada (SA)
- Providence Care Centre, Kingston, ON, Canada (CPP)
| | - Chetan P. Phadke
- Providence Care Centre, Kingston, ON, Canada (CPP)
- School of Rehabilitation Therapy, Queen’s University, Kingston, ON, Canada (CPP, JAF)
| | | | - Elizabeth P. Frates
- Spaulding Rehabilitation Hospital, Lifestyle Medicine Specialist Health & Wellness Coach, Wellness Synergy, LLC, Harvard Medical School, Boston, MA, USA (EPF)
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30
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Malek R, Alasiri S, Wolfe CDA, Douiri A. Major vascular events after first incident stroke: a population-based study. BMJ Neurol Open 2024; 6:e000723. [PMID: 39493674 PMCID: PMC11529573 DOI: 10.1136/bmjno-2024-000723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 09/24/2024] [Indexed: 11/05/2024] Open
Abstract
Background Recent advances in stroke care have led to improvements in survival and rates of stroke recurrence. However, there is a lack of data on trends of major vascular events, and risk factors associated with non-fatal and fatal outcomes. We aim to identify demographical and clinical factors leading to incidence of subsequent major vascular events after the first-ever stroke. Methods 6051 patients' records with first-ever stroke between 1995 and 2018 in South London, UK were analysed. Semicompeting risks models were constructed to estimate factors affecting time to incidence of recurrent stroke, myocardial infarction (MI), mortality and transitions from poststroke recurrence/MI to mortality (indirect mortality). Cumulative incidence functions were plotted for each major vascular event, stratified by stroke subtypes. All models were adjusted for age, sex, socioeconomic status, comorbidities, stroke severity and stroke subtype. Results Five years of cumulative incidences were 9.2% (95% CI (8.4% to 10.0%)) for recurrent stroke, 4.4% (95% CI 3.9% to 5.0%) for MI, and 45% (95% CI 44% to 47%) for mortality. Prior atrial fibrillation was associated with 47% increased risk of mortality (HR=1.47 (95% CI 1.23 to 1.75)) and a previous diagnosis of MI was the strongest risk factor for poststroke MI (HR=9.17 (95% CI 6.28 to 13.39)). Stroke unit was associated with a 40% lower hazard of mortality without having a recurrent stroke/MI (HR=0.60 (95% CI 0.50 to 0.72)) and a 39% lower hazard of indirect mortality (HR=0.57 (95% CI 0.37 to 0.87)). Conclusion Major vascular events are prevalent after stroke, particularly among those with concurrent vascular conditions. The rate of stroke recurrence plateaued in the last decade, yet MI incidence increased. Targeted strategies to control risk factors are required to reduce the incidence of a second vascular event and prevent progression to mortality in these high-risk groups.
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Affiliation(s)
- Rayka Malek
- School of Life Course & Population Sciences, King's College London, London, UK
| | - Salha Alasiri
- School of Life Course & Population Sciences, King's College London, London, UK
| | - Charles D A Wolfe
- School of Life Course & Population Sciences, King's College London, London, UK
| | - Abdel Douiri
- School of Life Course & Population Sciences, King's College London, London, UK
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31
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McEvoy JW, McCarthy CP, Bruno RM, Brouwers S, Canavan MD, Ceconi C, Christodorescu RM, Daskalopoulou SS, Ferro CJ, Gerdts E, Hanssen H, Harris J, Lauder L, McManus RJ, Molloy GJ, Rahimi K, Regitz-Zagrosek V, Rossi GP, Sandset EC, Scheenaerts B, Staessen JA, Uchmanowicz I, Volterrani M, Touyz RM. 2024 ESC Guidelines for the management of elevated blood pressure and hypertension. Eur Heart J 2024; 45:3912-4018. [PMID: 39210715 DOI: 10.1093/eurheartj/ehae178] [Citation(s) in RCA: 318] [Impact Index Per Article: 318.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
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32
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Lele AV, Moreton EO, Sundararajan J, Blacker SN. Perioperative care of patients with recent stroke undergoing nonemergent, nonneurological, noncardiac, nonvascular surgery: a systematic review and meta-analysis. Curr Opin Anaesthesiol 2024; 37:460-469. [PMID: 39011660 DOI: 10.1097/aco.0000000000001403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
PURPOSE OF REVIEW To systematically review and perform a meta-analysis of published literature regarding postoperative stroke and mortality in patients with a history of stroke and to provide a framework for preoperative, intraoperative, and postoperative care in an elective setting. RECENT FINDINGS Patients with nonneurological, noncardiac, and nonvascular surgery within three months after stroke have a 153-fold risk, those within 6 months have a 50-fold risk, and those within 12 months have a 20-fold risk of postoperative stroke. There is a 12-fold risk of in-hospital mortality within three months and a three-to-four-fold risk of mortality for more than 12 months after stroke. The risk of stroke and mortality continues to persist years after stroke. Recurrent stroke is common in patients in whom anticoagulation/antiplatelet therapy is discontinued. Stroke and time elapsed after stroke should be included in the preoperative assessment questionnaire, and a stroke-specific risk assessment should be performed before surgical planning is pursued. SUMMARY In patients with a history of a recent stroke, anesthesiology, surgery, and neurology experts should create a shared mental model in which the patient/surrogate decision-maker is informed about the risks and benefits of the proposed surgical procedure; secondary-stroke-prevention medications are reviewed; plans are made for interruptions and resumption; and intraoperative care is individualized to reduce the likelihood of postoperative stroke or death.
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Affiliation(s)
- Abhijit V Lele
- Department of Anesthesiology and Pain Medicine, University of Washington, Harborview Medical Center, Seattle, Washington
| | | | | | - Samuel Neal Blacker
- Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina, USA
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33
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Kijpaisalratana N, Ament Z, Patki A, Bhave VM, Jones AC, Garcia Guarniz AL, Couch CA, Cushman M, Long DL, Irvin MR, Kimberly WT. Acetylglutamine Differentially Associated with First-Time Versus Recurrent Stroke. Transl Stroke Res 2024; 15:941-949. [PMID: 37531033 PMCID: PMC10834852 DOI: 10.1007/s12975-023-01181-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 07/10/2023] [Accepted: 07/24/2023] [Indexed: 08/03/2023]
Abstract
Approximately one-quarter of strokes occur in individuals with prior stroke. Despite the advancement in secondary stroke prevention, the long-term risk of recurrent stroke has remained unchanged. The objective of this study was to identify metabolite risk markers that are associated with recurrent stroke. We performed targeted metabolomic profiling of 162 metabolites by liquid chromatography-tandem mass spectrometry in baseline plasma in a stroke case-cohort study nested within the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study, an observational cohort study of 30,239 individuals aged 45 and older enrolled in 2003-2007. Weighted Cox proportional hazard models were used to identify metabolites that had a differential effect on first-time versus recurrent stroke using an interaction term between metabolite and prior stroke at baseline (yes or no). The study included 1391 incident stroke cases identified during 7.1 ± 4.5 years of follow-up and 1050 participants in the random cohort sample. Among 162 metabolites, 13 candidates had a metabolite-by-prior stroke interaction at a p-value <0.05, with one metabolite, acetylglutamine, surpassing the Bonferroni adjusted p-value threshold (p for interaction = 5.78 × 10-5). In an adjusted model that included traditional stroke risk factors, acetylglutamine was associated with recurrent stroke (HR = 2.27 per SD increment, 95% CI = 1.60-3.20, p = 3.52 × 10-6) but not with first-time stroke (HR = 0.96 per SD increment, 95% CI = 0.87-1.06, p = 0.44). Acetylglutamine was associated with recurrent stroke but not first-time stroke, independent of traditional stroke risk factors. Future studies are warranted to elucidate the pathogenesis of acetylglutamine and recurrent stroke risk.
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Affiliation(s)
- Naruchorn Kijpaisalratana
- Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Division of Neurology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Division of Academic Affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Department of Neurology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Zsuzsanna Ament
- Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Amit Patki
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Alana C Jones
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Catharine A Couch
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mary Cushman
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, VT, USA
| | - D Leann Long
- Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - M Ryan Irvin
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - W Taylor Kimberly
- Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Neurology, Massachusetts General Hospital, Boston, MA, 02114, USA.
- Harvard Medical School, Boston, MA, USA.
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Wang D, Wen Q, Liu K, Ding Y, Xiao L, Li W, Lei X, Zhang S, Du P, Zhou H, Chen Y, Zhang H, Zhao Y, Nguyen TN, Xu A, Xiao J, Meng H. Intravenous thrombolysis versus dual antiplatelet therapy in minor ischemic stroke within the thrombolytic window (TAMIS): a multicenter cohort study. J Thromb Thrombolysis 2024; 57:1172-1182. [PMID: 39179951 DOI: 10.1007/s11239-024-03032-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/11/2024] [Indexed: 08/26/2024]
Abstract
Intravenous thrombolysis (IVT) and dual antiplatelet therapy (DAPT) have been widely used in minor ischemic stroke (MIS) treatment. However, the clinical outcomes and safety of these two treatments have not been compared within the early thrombolytic time window. Here, we conducted a multicenter, ambispective cohort study involving patients with MIS presenting within 4.5 h of symptom onset at 3 affiliated hospitals of Jinan University from 2018-2022. The patients were divided into the IVT group and DAPT group. The primary outcome was a 90-day excellent outcome (mRS ≤ 1). A total of 1,026 patients were enrolled, of whom 492 were assigned to the IVT group and 534 were assigned to the DAPT group. The IVT group had better 90-day excellent outcomes (mRS ≤ 1) than the DAPT group (OR 1.69, 95% CI 1.14-2.52, P = 0.010). Among the 623 patients with nondisabling stroke, the proportion of mRS ≤ 1 in the IVT group was higher than the DAPT group (P = 0.009). In the subtypes of MIS with large vessel occlusion/stenosis and with isolated symptoms, the 90-day outcomes of the IVT group and DAPT group were not different (P > 0.05). In conclusion, compared with DAPT, IVT was associated with better 90-day clinical outcomes in patients with MIS (in particular, for those with mRS > 1), including earlier clinical improvement.IVT also benefited the early neurological improvement of patients with severe stenosis/occlusion of intracranial large vessels, nondisabling mild stroke, nondisabling mild stroke with isolated symptoms.
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Affiliation(s)
- Dan Wang
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Qianru Wen
- Department of Neurology, The Sixth Affiliated Hospital of Jinan University, Dongguan, 523573, China
| | - Kewei Liu
- Department of Neurology, Longmen County People's Hospital Affiliated to Jinan University, Huizhou, 516800, China
| | - Yan Ding
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Lu Xiao
- Clinical Medicine Research Institute: Department of Metabolic and Bariatric Surgery, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Wei Li
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Xiaoyun Lei
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Siqi Zhang
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Peijie Du
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Huan Zhou
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Yimin Chen
- Department of Neurology, Foshan Sanshui District People's Hospital, Foshan, 528100, China
| | - Hong Zhang
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
- Department of Neurology, The Sixth Affiliated Hospital of Jinan University, Dongguan, 523573, China
| | - Ying Zhao
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China
| | - Thanh N Nguyen
- Department of Neurology: Radiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
| | - Anding Xu
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China.
| | - Jia Xiao
- Department of Neurology, The Sixth Affiliated Hospital of Jinan University, Dongguan, 523573, China.
- Clinical Medicine Research Institute: Department of Metabolic and Bariatric Surgery, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China.
| | - Heng Meng
- Department of Neurology, The First Affiliated Hospital of Jinan University, No. 612 Huangpu Avenue West, Guangzhou, 510632, China.
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Park MH, Lee SH, Jung JM. Recurrent Ischemic Stroke and Transient Ischemic Attack: Risk of Single and Multiple Recurrence. J Clin Med 2024; 13:5744. [PMID: 39407804 PMCID: PMC11477265 DOI: 10.3390/jcm13195744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 09/20/2024] [Accepted: 09/25/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: Efforts have been made toward primary or secondary stroke or transient ischemic attack (TIA) prevention. However, little attention has been paid to recurrent stroke or TIA. This study investigated risk factors for multiple or single recurrent stroke or TIA. Methods: Data from 3646 patients with ischemic stroke or TIA were obtained from the Korea University Ansan Hospital Stroke Center between March 2014 and December 2021, using the prospective institutional database of the Korea University Stroke Registry. The associations between clinical features and recurrent stroke or TIA were assessed using bivariable and multivariable Cox models. Results: Recurrent stroke or TIA was associated with male sex (adjusted hazard ratio (HR) 1.95, 95% confidence interval (CI) 1.42-2.80), hypertension (HR 1.49, 95% CI 1.00-2.23), diabetes mellitus (HR 1.54, 95% CI 1.13-2.13), an etiologic subtype of transient ischemic attack (HR 1.88, 95% CI 1.09-3.16), white matter changes (HR 1.62, 95% CI 1.05-2.38), and cerebral microbleeds (HR 1.79, 95% CI 1.26-2.59). Multiple recurrent stroke or TIA was associated with male sex (HR 3.86, 95% CI 1.94-11.55), diabetes mellitus (HR 2.40, 95% CI 1.31-4.53), and anemia (HR 4,58, 95% CI 2.31-10.44). Conclusions: Given the risk factor profiles for recurrent stroke or TIA, risks differed among patient subgroups and were based on multiple or single recurrences. It may exert an effect as a prognostic indicator in the high risk of recurrences.
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Affiliation(s)
- Moon-Ho Park
- Department of Neurology, Korea University Ansan Hospital, Ansan 15355, Republic of Korea; (S.-H.L.); (J.-M.J.)
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Kim H, Han A, Lee H, Choi J, Lee H, Cho MK. Impact of Mobile Health Literacy, Stroke-Related Health Knowledge, Health Beliefs, and Self-Efficacy on the Self-Care Behavior of Patients with Stroke. Healthcare (Basel) 2024; 12:1913. [PMID: 39408093 PMCID: PMC11476478 DOI: 10.3390/healthcare12191913] [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: 08/31/2024] [Revised: 09/18/2024] [Accepted: 09/23/2024] [Indexed: 10/20/2024] Open
Abstract
Background: The recent substantial increase in the incidence of stroke cases has resulted in high medical expenses. Stroke necessitates ongoing care, emphasizing the importance of consistent self-management. The occurrence of stroke impacts healthcare costs and has far-reaching effects on social services, encompassing disability, unemployment, and other related concerns beyond individuals and families. This study aimed to assess the impact of mobile health literacy, stroke-related health knowledge, health beliefs, and self-efficacy on self-care behaviors of patients with stroke to plan tailored self-care interventions for this patient population. Methods: This descriptive survey included 99 stroke patients from three hospitals, which provided treatment equivalent to or better than general hospitals, in City C and was conducted between 7 July 2023 and 30 May 2024. The data collected from hospitalized stroke patients were analyzed using descriptive statistics, independent t-tests, one-way ANOVA, and multiple linear regression. Results: The self-care behavior of patients with stroke who participated in the study was 73.01 ± 12.24 points. Stroke self-efficacy was identified as a significant factor influencing stroke self-care behaviors and eating habits. Mobile health literacy and stroke self-efficacy also influenced medication and self-care behavior, whereas hypertension and stroke self-efficacy affected lifestyle self-care behaviors. Conclusions: Strengthening stroke self-efficacy, improving mobile health literacy, and addressing comorbidities such as hypertension are important for promoting self-care behavior in stroke patients.
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Affiliation(s)
- Hana Kim
- Department of Nursing, Hoseo University, Asan 31499, Republic of Korea;
| | - Aro Han
- Department of Nursing Science, Research Institute of Nursing Science, School of Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (A.H.); (H.L.); (J.C.); (H.L.)
| | - Hyunjung Lee
- Department of Nursing Science, Research Institute of Nursing Science, School of Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (A.H.); (H.L.); (J.C.); (H.L.)
| | - Jiwoo Choi
- Department of Nursing Science, Research Institute of Nursing Science, School of Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (A.H.); (H.L.); (J.C.); (H.L.)
| | - Hyohjung Lee
- Department of Nursing Science, Research Institute of Nursing Science, School of Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (A.H.); (H.L.); (J.C.); (H.L.)
| | - Mi-Kyoung Cho
- Department of Nursing Science, Research Institute of Nursing Science, School of Medicine, Chungbuk National University, Cheongju 28644, Republic of Korea; (A.H.); (H.L.); (J.C.); (H.L.)
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Aufenberg B, Düvel J, Morthorst P, Greiner W. Prädiktoren für die Folgen eines Schlaganfalls: eine systematische
Literaturübersicht für GKV-Routinedatenanalysen. GESUNDHEITSÖKONOMIE & QUALITÄTSMANAGEMENT 2024. [DOI: 10.1055/a-2369-8916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Zusammenfassung
Zielsetzung Ermittlung unabhängiger Variablen (UVs) des
Schlaganfallrezidivs, der Mortalität und der Kosten nach Schlaganfall oder
transitorisch-ischämischer Attacke, abbildbar in Routinedaten der Gesetzlichen
Krankenversicherung.
Methodik Durchführung einer systematischen Literaturrecherche in PubMed
und Embase unter Anwendung festgelegter Auswahlkriterien.
Ergebnisse Von 1 982 Treffern wurden 23 eingeschlossen. Robuste UVs für
Rezidiv und Mortalität waren Alter, Schlaganfalltyp, Diabetes mellitus und
Vorhofflimmern. Bei Mortalität waren zudem Geschlecht, stationärer
Aufnahmezeitpunkt und Stroke Unit-Behandlung relevant. Für Kosten war die
Evidenzlage zu gering.
Schlussfolgerung Eine Übersicht zu UVs des Rezidivs und der Mortalität
wurde gegeben. Folgestudien sollten einheitliche Ansätze hinsichtlich
Schlaganfall- und Outcomedefinitionen sowie Evaluationszeiträumen wählen.
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Affiliation(s)
- Birthe Aufenberg
- Fakultät für Gesundheitswissenschaften, Gesundheitsökonomie und
Gesundheitsmanagement, Universität Bielefeld, Bielefeld, Germany
| | - Juliane Düvel
- Fakultät für Gesundheitswissenschaften, Gesundheitsökonomie und
Gesundheitsmanagement, Universität Bielefeld, Bielefeld, Germany
| | - Pia Morthorst
- Fakultät für Gesundheitswissenschaften, Gesundheitsökonomie und
Gesundheitsmanagement, Universität Bielefeld, Bielefeld, Germany
| | - Wolfgang Greiner
- Fakultät für Gesundheitswissenschaften, Gesundheitsökonomie und
Gesundheitsmanagement, Universität Bielefeld, Bielefeld, Germany
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Miao R, Li S, Fan D, Luoye F, Zhang J, Zheng W, Zhu M, Zhou A, Wang X, Yan S, Liang Y, Deng RL. An Integrated Multi-omics prediction model for stroke recurrence based on L net transformer layer and dynamic weighting mechanism. Comput Biol Med 2024; 179:108823. [PMID: 38991322 DOI: 10.1016/j.compbiomed.2024.108823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 06/24/2024] [Accepted: 06/26/2024] [Indexed: 07/13/2024]
Abstract
BACKGROUND AND OBJECTIVE Stroke is a disease with high mortality and disability. Importantly, the fatality rate demonstrates a significant increase among patients afflicted by recurrent strokes compared to those experiencing their initial stroke episode. Currently, the existing research encounters three primary challenges. The first is the lack of a reliable, multi-omics image dataset related to stroke recurrence. The second is how to establish a high-performance feature extraction model and eliminate noise from continuous magnetic resonance imaging (MRI) data. The third is how to integration multi-omics data and dynamically weighted for different omics data. METHODS We systematically compiled MRI and conventional detection data from a cohort comprising 737 stroke patients and established PSTSZC, a multi-omics dataset for predicting stroke recurrence. We introduced the first-ever Integrated Multi-omics Prediction Model for Stroke Recurrence, MPSR, which is based on ResNet, Lnet-transformer, LSTM and dynamically weighted DNN. The MPSR model comprises two principal modules, the Feature Extraction Module, and the Integrated Multi-Omics Prediction Module. In the Feature Extraction module, we proposed a novel Lnet regularization layer, which effectively addresses noise issues in MRI data. In the Integrated Multi-omics Prediction Module, we propose a dynamic weighted mechanism based on evaluators, which mitigates the noise impact brought about by low-performance omics. RESULTS We compared seven single-omics models and six state-of-the-art multi-omics stroke recurrence models. The experimental results demonstrate that the MPSR model exhibited superior performance. The accuracy, AUROC, specificity, and sensitivity of the MPSR model can reach 0.96, 0.97, 1, and 0.94, respectively, which is higher than the results of contrast model. CONCLUSION MPSR is the first available high-performance multi-omics prediction model for stroke recurrence. We assert that the MPSR model holds the potential to function as a valuable tool in assisting clinicians in accurately diagnosing individuals with a predisposition to stroke recurrence.
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Affiliation(s)
- Rui Miao
- Basic Teaching Department, Zhuhai Campus of Zunyi Medical University, Zhu Hai, China
| | - Siyuan Li
- Basic Teaching Department, Zhuhai Campus of Zunyi Medical University, Zhu Hai, China
| | - Daying Fan
- Nursing Department, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Fangxin Luoye
- Nursing Department, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Jing Zhang
- Department of Radiology, The Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai, China
| | - Wenli Zheng
- Medical Imaging Department, The Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai, China
| | - Minglan Zhu
- Nursing Department, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Aiting Zhou
- Nursing Department, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Xianlin Wang
- Nursing Department, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Shan Yan
- Nursing Department, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | | | - Ren-Li Deng
- Nursing Department, The Affiliated Hospital of Zunyi Medical University, Zunyi, China.
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Geng L, Pan K, Xu Y, Zhang B, Wang J, Xue Q, Zhang S, Su H, Zhang B. Antiphospholipid antibodies as potential prognostic indicators of recurrent ischemic stroke. J Stroke Cerebrovasc Dis 2024; 33:107885. [PMID: 39059754 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 07/19/2024] [Accepted: 07/23/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND Immunity play a pivotal role in the risk of ischemic stroke, and studies have also shown a relationship between ischemic stroke and autoimmune diseases. In light of this we conducted a prospective cohort study to elucidate the impact of antiphospholipid antibodies (aPLs), antinuclear antibodies (ANA), and anti-extractable nuclear antigen autoantibodies (anti-ENA) on the prognosis of ischemic stroke. METHODS 245 stroke patients were recruited in this single-center study and followed up with for 3 years. Autoantibodies, including aPLs (ACA, anti-β2GPI, LA), ANA and anti-ENA were evaluated in recurrent ischemic stroke (RIS) and nonrecurrent ischemic stroke (nonRIS). Stroke severity was judged using the National Institutes of Health Stroke Scale (NIHSS). For preventive treatment, 42 IS patients with positive aPLs + ANA/anti-ENA were randomized 1:1 into a hydroxychloroquine (HCQ) treatment group and a control group, and the prognoses were compared. RESULTS The positive rate of ACA IgG (p = 0.018), anti-β2GPI IgG (p = 0.047), LA (p = 0.023), and aPLs + ANA/anti-ENA (p = 0.000) were significantly higher in patients with RIS compared to patients with nonRIS, and aPLs + ANA/anti-ENA (HR2.31, 95 % CI1.02-5.25, p = 0.046) and hypertension (HR2.50, 95 % CI1.17-5.35, p = 0.018) were the independent risk factors of recurrence. There were differences in NIHSS at month 36 between those positive and negative for aPLs + ANA/anti-ENA (p = 0.001, Eta2 = 0.052), anti-ENA (p = 0.016, Eta2 = 0.030), ANA (p = 0.035, Eta2 = 0.022), and LA (p = 0.016, Eta2 = 0.028). Furthermore, the recurrence rate of the HCQ treatment group was lower than that of the control group (p = 0.024). CONCLUSIONS Co-positivity of aPLs and ANA/anti-ENA is an independent risk factor for RIS. However, HCQ therapy may reduce the recurrence rate of IS for these patients.
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Affiliation(s)
- Lina Geng
- Clinical Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China
| | - Kai Pan
- Department of Information Management, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China
| | - Yuhuan Xu
- Clinical Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China
| | - Bizhu Zhang
- Clinical Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China
| | - Jing Wang
- Department of Pharmacy, Zhangjiakou Second Hospital, Zhangjiakou City, Hebei Province, China
| | - Qian Xue
- Department of Neurology, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China
| | - Sanming Zhang
- Department of Cardiology, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China
| | - Hua Su
- Clinical Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China
| | - Bin Zhang
- Clinical Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China.
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Montgomery AE, DeRussy AJ, Richman JS, Lin C. Predictors of recurrent stroke and subsequent mortality among patients experiencing housing instability. J Stroke Cerebrovasc Dis 2024; 33:107896. [PMID: 39067657 PMCID: PMC11347088 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 07/23/2024] [Accepted: 07/25/2024] [Indexed: 07/30/2024] Open
Abstract
BACKGROUND The experience of homelessness has been linked with developing poor health outcomes. Little is known about the risk of recurrent stroke among these individuals. This study investigated the correlates of developing recurrent stroke and subsequent mortality among Veterans with housing instability. METHODS Using a national sample of Veterans from the U.S. Department of Veterans Affairs who had an indicator of housing instability between 2014-2018 (n=659,987), we identified 15,566 Veterans who experienced incident stroke. We compared characteristics of Veterans who experienced incident stroke and did and did not experience recurrent stroke and conducted logistic regressions using a discrete-time survival framework to assess two outcomes: recurrent stroke and all-cause mortality. RESULTS Among our cohort, 91.3% did not experience recurrent stroke while 8.7% did during the observation period. The receipt of any level of primary care outpatient visits was associated with a reduction in the odds of recurrent stroke. Several medical diagnoses were also associated with increased odds of recurrent stroke, including hypertension (aOR 1.35, 95% CI 1.15-1.59), diabetes (aOR 1.21, 95% CI 1.07-1.36), and renal disease (aOR 1.17, 95% CI 1.02, 1.35). Veterans who used any level of VA Homeless Programs had reduced odds of all-cause mortality (high level: aOR 0.65, 95% CI 0.60-0.71; low level: aOR 0.66, 95% CI 0.60-0.73). CONCLUSION Our study found several predictors of developing recurrent stroke and subsequent death in a population of Veterans experiencing housing instability. Implications include the need to monitor closely high-risk patients who have experienced incident stroke and have other co-occurring needs.
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Affiliation(s)
- Ann Elizabeth Montgomery
- Departments of Health Behavior, The University of Alabama at Birmingham, Birmingham, AL 35294, United States; Birmingham VA Medical Center, Birmingham, AL, United States
| | | | - Joshua S Richman
- Departments of Surgery, The University of Alabama at Birmingham, Birmingham, AL 35294, United States; Birmingham VA Medical Center, Birmingham, AL, United States
| | - Chen Lin
- Departments of Neurology, The University of Alabama at Birmingham, Birmingham, AL 35294, United States; Birmingham VA Medical Center, Birmingham, AL, United States.
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Strinitz M, Zimmer C, Berndt M, Wunderlich S, Boeckh-Behrens T, Maegerlein C, Sepp D. High relative cerebral blood volume is associated with good long term clinical outcomes in acute ischemic stroke: a retrospective cohort study. BMC Neurol 2024; 24:294. [PMID: 39187761 PMCID: PMC11345997 DOI: 10.1186/s12883-024-03806-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Accepted: 08/14/2024] [Indexed: 08/28/2024] Open
Abstract
BACKGROUND Endovascular therapy for acute ischemic stroke has been shown to be highly effective in selected patients. However, the ideal criteria for patient selection are still debated. It is well known that collateral flow is an important factor, but the assessment is often subjective and time-consuming. Relative cerebral blood volume (rCBV) is a putative indicator of collateral capacity and can be quickly and easily determined by automated quantitative analysis. We investigated the relationship between rCBV of the affected region and clinical outcome in patients with acute ischemic stroke after endovascular therapy. METHODS We conducted a retrospective study on consecutive patients between January 2017 and May 2019. Patients with acute ischemic stroke of the anterior circulation who underwent imaging including computed tomography perfusion and were treated with mechanical thrombectomy (MT) were eligible for inclusion. rCBV was calculated automatically with RAPID software by dividing the average cerebral blood volume (CBV) of the affected region (time-to-maximum (Tmax) > 6 s) by the CBV of the unaffected contralateral side. The primary outcome was determined by the modified Rankin Scale (mRS) after 90 days. Good clinical outcome was defined as mRS ≤ 2. We compared means, performed mono- and multivariate logistical regression and calculated a receiver operating characteristic (ROC)-analysis to determine the ideal cutoff value to predict clinical outcomes. RESULTS 155 patients were enrolled in this study. 66 patients (42.58%) had good clinical outcomes. Higher rCBV was associated with good clinical outcome (p < 0.001), even after adjustment for the patients' status according to mRS and National Institute of Health Stroke Scale (NIHSS) age and Alberta stroke program early computed tomography score (ASPECTS) at baseline (p = 0.006). ROC-analysis revealed 0.650 (confidence interval: 0.616-0.778) as the optimal cutoff value. CONCLUSION Higher rCBV at baseline is associated with good clinical long-term outcomes in patients with acute ischemic stroke treated by MT. In this study we provide the biggest collective so far that gives evidence that rCBV can be a valuable tool to identify patients who might benefit from MT and are able give a threshold to help to offer patients MT in borderline cases.
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Affiliation(s)
- Marc Strinitz
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany.
| | - Claus Zimmer
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Maria Berndt
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Silke Wunderlich
- Department of Neurology, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Tobias Boeckh-Behrens
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Christian Maegerlein
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Dominik Sepp
- Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, School of Medicine and Health, Technical University of Munich, Munich, Germany
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42
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Wu J, Lin L, Guan W. Comment on "Prognosis of patients with coexisting obesity and malnutrition after ischemic stroke: A cohort study". Clin Nutr 2024; 43:1788-1789. [PMID: 38943804 DOI: 10.1016/j.clnu.2024.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 06/06/2024] [Indexed: 07/01/2024]
Affiliation(s)
- Jiqin Wu
- Department of Critical Medicine, Hangzhou Linping District Hospital of Integrated Traditional Chinese and Western Medicine, Hangzhou 311100, Zhejiang, PR China
| | - Liping Lin
- Department of Nursing, Hangzhou Linping District Hospital of Integrated Traditional Chinese and Western Medicine, Hangzhou 311100, Zhejiang, PR China
| | - Wenqing Guan
- Department of Public Health, Hangzhou Linping District Hospital of Integrated Traditional Chinese and Western Medicine, Hangzhou 311100, Zhejiang, PR China.
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Goeldlin MB, Hakim A, Branca M, Abend S, Kneihsl M, Valenzuela Pinilla W, Fenzl S, Rezny-Kasprzak B, Rohner R, Strbian D, Paciaroni M, Thomalla G, Michel P, Nedeltchev K, Gattringer T, Sandset EC, Bonati L, Aguiar de Sousa D, Sylaja PN, Ntaios G, Koga M, Gdovinova Z, Lemmens R, Bornstein NM, Kelly P, Katan M, Horvath T, Dawson J, Fischer U. Early vs Late Anticoagulation in Minor, Moderate, and Major Ischemic Stroke With Atrial Fibrillation: Post Hoc Analysis of the ELAN Randomized Clinical Trial. JAMA Neurol 2024; 81:693-702. [PMID: 38805207 PMCID: PMC11134281 DOI: 10.1001/jamaneurol.2024.1450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 03/08/2024] [Indexed: 05/29/2024]
Abstract
Importance Whether infarct size modifies the treatment effect of early vs late direct oral anticoagulant (DOAC) initiation in people with ischemic stroke and atrial fibrillation is unknown. Objective To assess whether infarct size modifies the safety and efficacy of early vs late DOAC initiation. Design, Setting, and Participants Post hoc analysis of participants from the multinational (>100 sites in 15 countries) randomized clinical Early Versus Later Anticoagulation for Stroke With Atrial Fibrillation (ELAN) trial who had (1) acute ischemic stroke, (2) atrial fibrillation, and (3) brain imaging available before randomization. The ELAN trial was conducted between October 2017 and December 2022. Data were analyzed from October to December 2023 for this post hoc analysis. Intervention Early vs late DOAC initiation after ischemic stroke. Early DOAC initiation was within 48 hours for minor or moderate stroke or on days 6 to 7 for major stroke; late DOAC initiation was on days 3 to 4 for minor stroke, days 6 to 7 for moderate stroke, and days 12 to 14 for major stroke. Main Outcomes and Measures The primary outcome was a composite of recurrent ischemic stroke, symptomatic intracranial hemorrhage, extracranial bleeding, systemic embolism, or vascular death within 30 days. The outcome was assessed according to infarct size (minor, moderate, or major) using odds ratios and risk differences between treatment arms. Interrater reliability for infarct size between the core laboratory and local raters was assessed, and whether this modified the estimated treatment effects was also examined. Results A total of 1962 of the original 2013 participants (909 [46.3%] female; median [IQR] age, 77 [70-84] years) were included. The primary outcome occurred in 10 of 371 participants (2.7%) with early DOAC initiation vs 11 of 364 (3.0%) with late DOAC initiation among those with minor stroke (odds ratio [OR], 0.89; 95% CI, 0.38-2.10); in 11 of 388 (2.8%) with early DOAC initiation vs 14 of 392 (3.6%) with late DOAC initiation among those with moderate stroke (OR, 0.80; 95% CI, 0.35-1.74); and in 8 of 219 (3.7%) with early DOAC initiation vs 16 of 228 (7.0%) with late DOAC initiation among those with major stroke (OR, 0.52; 95% CI, 0.21-1.18). The 95% CI for the estimated risk difference of the primary outcome in early anticoagulation was -2.78% to 2.12% for minor stroke, -3.23% to 1.76% for moderate stroke, and -7.49% to 0.81% for major stroke. There was no significant treatment interaction for the primary outcome. For infarct size, interrater reliability was moderate (κ = 0.675; 95% CI, 0.647-0.702) for local vs core laboratory raters and strong (κ = 0.875; 95% CI, 0.855-0.894) between core laboratory raters. Conclusions and Relevance The treatment effect of early DOAC initiation did not differ in people with minor, moderate, or major stroke assessed by brain imaging. Early treatment was not associated with a higher rate of adverse events, especially symptomatic intracranial hemorrhage, for any infarct size, including major stroke. Trial Registration ClinicalTrials.gov Identifier: NCT03148457.
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Affiliation(s)
- Martina B. Goeldlin
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Arsany Hakim
- University Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Mattia Branca
- Clinical Trials Unit, University of Bern, Bern, Switzerland
| | - Stefanie Abend
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Markus Kneihsl
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Neurology, University of Basel and University Hospital Basel, Basel, Switzerland
- Department of Neurology, Medical University of Graz, Graz, Austria
- Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria
| | - Waldo Valenzuela Pinilla
- Support Center for Advanced Neuroimaging, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Sabine Fenzl
- University Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Beata Rezny-Kasprzak
- University Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Roman Rohner
- University Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Daniel Strbian
- Department of Neurology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Maurizio Paciaroni
- Internal, Vascular, and Emergency Medicine, Stroke Unit, Santa Maria della Misericordia Hospital, University of Perugia, Perugia, Italy
| | - Goetz Thomalla
- Department of Neurology, University Medical Center Hamburg–Eppendorf, Hamburg, Germany
| | - Patrik Michel
- Department of Neurology, University Hospital Lausanne, University of Lausanne, Lausanne, Switzerland
| | - Krassen Nedeltchev
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Neurology, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Thomas Gattringer
- Department of Neurology, Medical University of Graz, Graz, Austria
- Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria
| | | | - Leo Bonati
- Department of Neurology, University of Basel and University Hospital Basel, Basel, Switzerland
- Research Department, Reha Rheinfelden, Rheinfelden, Switzerland
| | - Diana Aguiar de Sousa
- Stroke Center, Lisbon Central University Hospital, Lisbon, Portugal
- Faculty of Medicine, Institute of Anatomy, University of Lisbon, Lisbon, Portugal
| | - P. N. Sylaja
- Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, India
| | - George Ntaios
- Department of Internal Medicine, Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Masatoshi Koga
- Department of Cerebrovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Zuzana Gdovinova
- Department of Neurology, Pavol Jozef Šafárik University, Košice, Slovakia
- Faculty of Medicine, Louis Pasteur University Hospital, Košice, Slovakia
| | - Robin Lemmens
- Department of Neurosciences, Experimental Neurology, KU Leuven, Leuven, Belgium
- Department of Neurology, University Hospitals Leuven, Leuven, Belgium
| | | | - Peter Kelly
- Stroke Clinical Trials Network Ireland, School of Medicine, University College Dublin and Department of Neurology, Mater University Hospital, Dublin, Ireland
| | - Mira Katan
- Department of Neurology, University of Basel and University Hospital Basel, Basel, Switzerland
| | - Thomas Horvath
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Jesse Dawson
- School of Cardiovascular and Metabolic Health, Queen Elizabeth University Hospital, University of Glasgow, Glasgow, United Kingdom
| | - Urs Fischer
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Neurology, University of Basel and University Hospital Basel, Basel, Switzerland
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Ashizawa R, Honda H, Take K, Yoshizawa K, Kameyama Y, Yamashita S, Wakabayashi T, Yoshimoto Y. Post-discharge sedentary behavior and light-intensity physical activity-associated stroke recurrence in patients with minor ischemic stroke: A preliminary retrospective observational study. PHYSIOTHERAPY RESEARCH INTERNATIONAL 2024; 29:e2110. [PMID: 39010688 DOI: 10.1002/pri.2110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 05/27/2024] [Accepted: 06/24/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND AND PURPOSE Evidence regarding whether reducing sedentary behavior and increasing physical activity levels to prevent stroke recurrence is insufficient. Therefore, this study preliminarily investigated whether post-discharge sedentary behavior and physical activity levels in patients with minor ischemic stroke were associated with stroke recurrence. METHODS This retrospective observational study included 73 patients (aged 72.0 years) with minor ischemic stroke from a previous study. The outcome was recurrent stroke 2 years after stroke onset, assessed using medical records. Exposure factors including sedentary behavior and physical activity levels 6 months post-discharge were measured using accelerometers; patients were classified into the recurrence or non-recurrence groups. Logistic regression analyses were then conducted to determine whether sedentary behavior and physical activity 6 months after discharge were associated with stroke recurrence. RESULTS Six patients experienced stroke recurrence (recurrence rate, 8.2%). The recurrence group showed greater sedentary behavior (recurrence group 68.0%, non-recurrence group 52.0%, p = 0.007) and less light-intensity physical activity (LPA) (recurrence group 21.0%, non-recurrence group 37.0%, p = 0.002) than in the non-recurrence group. Logistic regression analysis showed that sedentary behavior (odds ratio = 1.083, 95% confidence interval = 1.007-1.165, p = 0.032) and LPA (odds ratio = 0.874, 95% confidence interval = 0.785-0.975, p = 0.015) were independent factors for recurrence of stroke. DISCUSSION Post-discharge sedentary behavior and LPA in patients with minor ischemic stroke were associated with stroke recurrence. Results suggest that reducing post-discharge sedentary behavior and increasing LPA may be crucial for reducing the risk of stroke recurrence in patients with minor ischemic stroke.
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Affiliation(s)
- Ryota Ashizawa
- Department of Rehabilitation, Seirei Mikatahara General Hospital, Hamamatsu-shi, Shizuoka, Japan
- Health Promotional Physical Therapy for Stroke Survivors: HEPPS, Strategic Issues Resolution Commission, Japanese Society of Neurological Physical Therapy, Hamamatsu-shi, Shizuoka, Japan
| | - Hiroya Honda
- Division of Rehabilitation Science, Seirei Christopher University Graduate School, Hamamatsu-shi, Shizuoka, Japan
| | - Koki Take
- Visiting Nurse Station Sumiyoshi-daini, Seirei Care Center Sumiyoshi-daini, Hamamatsu-shi, Shizuoka, Japan
| | - Kohei Yoshizawa
- Division of Rehabilitation Science, Seirei Christopher University Graduate School, Hamamatsu-shi, Shizuoka, Japan
| | - Yuto Kameyama
- Division of Rehabilitation Science, Seirei Christopher University Graduate School, Hamamatsu-shi, Shizuoka, Japan
| | - Shota Yamashita
- Division of Rehabilitation Science, Seirei Christopher University Graduate School, Hamamatsu-shi, Shizuoka, Japan
| | - Toshiyuki Wakabayashi
- Division of Rehabilitation Science, Seirei Christopher University Graduate School, Hamamatsu-shi, Shizuoka, Japan
| | - Yoshinobu Yoshimoto
- Division of Rehabilitation Science, Seirei Christopher University Graduate School, Hamamatsu-shi, Shizuoka, Japan
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Babu V, Sylaja PN, Soman B, Varma RP, Ms M, Gl G, Kumar B S. A randomized controlled trial of medication adherence and management of risk factors for secondary prevention of stroke (MaMoRS) using a smartphone-based application. Int J Stroke 2024; 19:654-664. [PMID: 38533606 DOI: 10.1177/17474930241245612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
Abstract
BACKGROUND There are little data on the use of smartphone-based applications for medication adherence and risk-factor control for the secondary prevention of stroke in low-and-middle-income countries (LMICs). AIMS The aim was to determine whether a smartphone-based app improved medication adherence, risk-factor control, and provided health education to stroke survivors for lifestyle and behavioral modifications. METHODS An unblinded, single-center randomized controlled double arm trial with 1:1 allocation among stroke survivors was performed in South India. The primary outcome was medication adherence, with co-primary outcomes of lifestyle and behavioral factors and control of vascular risk factors, at 3 and 6 months. RESULTS Among 351 stroke survivors screened, 209 were recruited. The mean (standard deviation (SD)) age of the intervention (n = 105) group was 60 (12) years and that of the control (n = 104) group was 60 (10) years. In the primary outcome, mean medication adherence significantly improved in the intervention group with a between group difference of 0.735 (95% confidence interval (CI) = 0.419 to 1.050), p < 0.001. Being in intervention group (OR = 4.5; 95% CI = 2.3 to 8.9), stroke recurrence (OR = 3.3 (95% CI = 1.9 to 7.8)), and regular physician visits (OR = 2.1; 95% CI = 1.0 to 4.4) were significant predictors of good medication adherence. Considering the co-primary outcomes, compared to the control group, participants in the intervention group had a greater improvement in self-reported healthy diet intake (p = 0.003), intake of fruits (p = 0.005), and were physically more active (p = 0.001). At 6 months, mean fasting blood sugar (p = 0.005) and high-density lipoprotein cholesterol higher (p = 0.024) in the intervention group. CONCLUSIONS The use of a mobile app is an effective method to improve medication adherence and risk-factor control in stroke survivors and is feasible in LMICs like India. DATA ACCESS STATEMENT Data used during the study are available from the corresponding author on request. TRIAL REGISTRATION The study is registered in Clinical Trial Registry of India (CTRI/2022/06/042980).
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Affiliation(s)
- Veena Babu
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - P N Sylaja
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Biju Soman
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Ravi Prasad Varma
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Manju Ms
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Geethu Gl
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Suresh Kumar B
- Neurology Department, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
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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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He H, Liu M, Li L, Zheng Y, Nie Y, Xiao LD, Li Y, Tang S. The impact of frailty on short-term prognosis in discharged adult stroke patients: A multicenter prospective cohort study. Int J Nurs Stud 2024; 154:104735. [PMID: 38521005 DOI: 10.1016/j.ijnurstu.2024.104735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 01/02/2024] [Accepted: 02/24/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND Frailty is commonly observed in stroke patients and it is associated with adverse outcomes. However, there remains a gap in longitudinal studies investigating the causal relationship between baseline frailty and short-term prognosis in discharged adult stroke patients. OBJECTIVE To examine the causal impact of frailty on non-elective readmission and major adverse cardiac and cerebral events, and investigate its associations with cognitive impairment and post-stroke disability. DESIGN A multicenter prospective cohort study. SETTING Two tertiary hospitals in Central and Northwest China. PARTICIPANTS 667 adult stroke patients in stroke units were included from January 2022 to June 2022. METHODS Baseline frailty was assessed by the Frailty Scale. Custom-designed questions were utilized to assess non-elective readmission and major adverse cardiac and cerebral events as primary outcomes. Cognitive impairment, assessed using the Mini-Mental State Examination Scale (MMSE), and post-stroke disability, measured with the Modified Rankin Scale (mRS), were considered secondary outcomes at a 3-month follow-up. The impact of baseline frailty on non-elective readmission and major adverse cardiac and cerebral events was examined using bivariate and multiple Cox regression analyses. Furthermore, associations between baseline frailty and cognitive impairment, or post-stroke disability, were investigated through generalized linear models. RESULTS A total of 5 participants died, 12 had major adverse cardiac and cerebral events, and 57 had non-selective readmission among 667 adult stroke patients. Frailty was an independent risk factor for non-selective readmission (hazard ratio [HR]: 2.71, 95 % confidence interval [CI]: 1.59, 4.62) and major adverse cardiac and cerebral events (HR: 3.77, 95 % CI: 1.07, 13.22) for stroke patients. Baseline frailty was correlated with cognitive impairment (regression coefficient [β]: -2.68, 95 % CI: -3.78, -1.58) adjusting for socio-demographic and clinical factors and follow-up interval. However, the relationship between frailty and cognitive impairment did not reach statistical significance when further adjusting for baseline MMSE (β: -0.39, 95 % CI: -1.43, 0.64). Moreover, baseline frailty was associated with post-stroke disability (β: 0.36, 95 % CI: 0.08, 0.65) adjusting for socio-demographic and clinical variables, follow-up interval, and baseline mRS. CONCLUSIONS The finding highlights the importance of assessing baseline frailty in discharged adult stroke patients, as it is significantly associated with non-elective readmission, major adverse cardiac and cerebral events, and post-stroke disability at 3 months. These results highlight the crucial role of screening and evaluating frailty status in improving short-term prognosis for adult stroke patients. Interventions should be developed to address baseline frailty and mitigate the short-term prognosis of stroke. TWEETABLE ABSTRACT Baseline frailty predicts non-elective readmission, major adverse cardiac and cerebral events, and post-stroke disability in adult stroke patients. @haiyanhexyyy.
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Affiliation(s)
- Haiyan He
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, Hunan, China; Xiangya School of Nursing, Central South University, Changsha, Hunan, China; International Medical Centre, Xiangya Hospital, Central South University, Changsha, Hunan, China; National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China.
| | - Minhui Liu
- Xiangya School of Nursing, Central South University, Changsha, Hunan, China.
| | - Li Li
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yueping Zheng
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, Hunan, China; National Clinical Research Centre for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yuqin Nie
- Department of Nursing, the Second Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Lily Dongxia Xiao
- College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia.
| | - Yinglan Li
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital, Central South University, Changsha, Hunan, China; Xiangya School of Nursing, Central South University, Changsha, Hunan, China.
| | - Siyuan Tang
- Xiangya School of Nursing, Central South University, Changsha, Hunan, China.
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Duevel JA, Elkenkamp S, Gensorowsky D, Brinkmeier M, Galle G, Miethe J, Greiner W. A case management intervention in stroke care: Evaluation of a quasi-experimental study. ZEITSCHRIFT FUR EVIDENZ, FORTBILDUNG UND QUALITAT IM GESUNDHEITSWESEN 2024; 187:69-78. [PMID: 38729794 DOI: 10.1016/j.zefq.2024.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/12/2024] [Accepted: 03/21/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND Patients with initial stroke or transient ischemic attack (TIA) are at high risk for further strokes, death or cardiovascular events. Even the first-ever stroke is associated with a high chance of disability and need for assistance. The risk of long-term health care demands increases with each subsequent event. Although the inpatient sector already provides a high standard of care in Germany, it can be difficult to obtain cross-sectoral aftercare. Thus, the study investigated whether a structured case management program can avoid stroke recurrences. METHODS The study was conducted with a quasi-experimental study design in three regions in North Rhine-Westphalia. Patients with first-ever stroke or TIA were eligible to participate. The intervention group was prospectively recruited and supported by a case manager during a one-year follow-up. Optimal Full Matching was used to generate a control group based on statutory claims data. The primary outcome was the stroke recurrence. Recurrence and mortality were analysed by using Cox regression; other secondary outcomes were examined with test-based procedures and with logistic regressions. Additionally, subgroup analyses were performed. RESULTS From June 2018 to March 2020, 1,512 patients were enrolled in the intervention group. Claims data from 19,104 patients have been transmitted for establishing the control group. After the matching process, 1,167 patients of each group were included in the analysis. 70 recurrences (6.0%) occurred in the intervention group and 67 recurrences (5.7%) in the control group. With a hazard ratio of 1.06 (95% CI: [1.42-0.69]; p=0.69), no significant effect was found for the primary outcome. With regard to the secondary outcome mortality, 36 patients in the intervention group and 46 in the control group died (3.1% vs. 3.9%). Again, there was no significant effect (HR: 0.86; 95% CI: [0.58-1.28], p=0.46). DISCUSSION Based on the present findings, the case management approach for stroke patients evaluated here was unable to demonstrate an improvement in health care. Potential effects of case management might not be adequately depicted in short observation periods. Thus, future studies should consider longer observation periods. CONCLUSION A panel of experts should discuss whether the core approach of case management to support cost-intensive individual cases is contrary to a broad implementation with a one-size-fits-all intervention for stroke patients. In this case, further research should focus on more specific study populations.
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Affiliation(s)
- Juliane Andrea Duevel
- Bielefeld University, AG 5 - Health Economics and Health Care Management, Bielefeld, Germany.
| | - Svenja Elkenkamp
- Bielefeld University, AG 5 - Health Economics and Health Care Management, Bielefeld, Germany
| | - Daniel Gensorowsky
- Bielefeld University, AG 5 - Health Economics and Health Care Management, Bielefeld, Germany
| | | | - Georg Galle
- German Stroke Foundation, Guetersloh, Germany
| | | | - Wolfgang Greiner
- Bielefeld University, AG 5 - Health Economics and Health Care Management, Bielefeld, Germany
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Alashram AR. Combined noninvasive brain stimulation virtual reality for upper limb rehabilitation poststroke: A systematic review of randomized controlled trials. Neurol Sci 2024; 45:2523-2537. [PMID: 38286919 DOI: 10.1007/s10072-024-07360-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 01/22/2024] [Indexed: 01/31/2024]
Abstract
Upper limb impairments are common consequences of stroke. Noninvasive brain stimulation (NIBS) and virtual reality (VR) play crucial roles in improving upper limb function poststroke. This review aims to evaluate the effects of combined NIBS and VR interventions on upper limb function post-stroke and to provide recommendations for future studies in the rehabilitation field. PubMed, MEDLINE, PEDro, SCOPUS, REHABDATA, EMBASE, and Web of Science were searched from inception to November 2023. Randomized controlled trials (RCTs) encompassed patients with a confirmed stroke diagnosis, administrated combined NIBS and VR compared with passive (i.e., rest) or active (conventional therapy), and included at least one outcome assessing upper limb function (i.e., strength, spasticity, function) were selected. The quality of the included studies was assessed using the Cochrane Collaboration tool. Seven studies met the eligibility criteria. In total, 303 stroke survivors (Mean age: 61.74 years) were included in this review. According to the Cochrane Collaboration tool, five studies were classified as "high quality," while two were categorized as "moderate quality". There are mixed findings for the effects of combined NIBS and VR on upper limb function in stroke survivors. The evidence for the effects of combined transcranial direct current stimulation and VR on upper limb function post-stroke is promising. However, the evidence regarding the effects of combined repetitive transcranial magnetic stimulation and VR on upper limb function is limited. Further randomized controlled trials with long-term follow-up are strongly warranted.
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Affiliation(s)
- Anas R Alashram
- Department of Physiotherapy, Middle East University, Amman, Jordan.
- Applied Science Research Center, Applied Science Private University, Amman, Jordan.
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele Roma Open University, Rome, Italy.
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50
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Yedavalli V, Koneru M, Hamam O, Hoseinyazdi M, Marsh EB, Llinas R, Urrutia V, Leigh R, Gonzalez F, Xu R, Caplan J, Huang J, Lu H, Wintermark M, Heit J, Guenego A, Albers G, Nael K, Hillis A. Pretreatment CTP Collateral Parameters Predict Good Outcomes in Successfully Recanalized Middle Cerebral Artery Distal Medium Vessel Occlusions. Clin Neuroradiol 2024; 34:341-349. [PMID: 38155255 DOI: 10.1007/s00062-023-01371-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 11/23/2023] [Indexed: 12/30/2023]
Abstract
BACKGROUND/PURPOSE Distal medium vessel occlusions (DMVOs) account for a large percentage of vessel occlusions resulting in acute ischemic stroke (AIS) with disabling symptoms. We aim to assess whether pretreatment quantitative CTP collateral status (CS) parameters can serve as imaging biomarkers for good clinical outcomes prediction in successfully recanalized middle cerebral artery (MCA) DMVOs. METHODS We performed a retrospective analysis of consecutive patients with AIS secondary to primary MCA-DMVOs who were successfully recanalized by mechanical thrombectomy (MT) defined as modified thrombolysis in cerebral infarction (mTICI) 2b, 2c, or 3. We evaluated the association between the CBV index and HIR independently with good clinical outcomes (modified Rankin score 0-2) using Spearman rank correlation, logistic regression, and ROC analyses. RESULTS From 22 August 2018 to 18 October 2022 8/22/2018 to 10/18/2022, 60 consecutive patients met our inclusion criteria (mean age 71.2 ± 13.9 years old [mean ± SD], 35 female). The CBV index (r = -0.693, p < 0.001) and HIR (0.687, p < 0.001) strongly correlated with 90-day mRS. A CBV index ≥ 0.7 (odds ratio, OR, 2.27, range 6.94-21.23 [OR] 2.27 [6.94-21.23], p = 0.001)) and lower likelihood of prior stroke (0.13 [0.33-0.86]), p = 0.024)) were independently associated with good outcomes. The ROC analysis demonstrated good performance of the CBV index in predicting good 90-day mRS (AUC 0.73, p = 0.003) with a threshold of 0.7 for optimal sensitivity (71% [52.0-85.8%]) and specificity (76% [54.9-90.6%]). The HIR also demonstrated adequate performance in predicting good 90-day mRS (AUC 0.77, p = 0.001) with a threshold of 0.3 for optimal sensitivity (64.5% [45.4-80.8%]) and specificity (76.0% [54.9-90.6%]). CONCLUSION A CBV index ≥ 0.7 may be independently associated with good clinical outcomes in our cohort of AIS caused by MCA-DMVOs that were successfully treated with MT. Furthermore, a HIR < 0.3 is also associated with good clinical outcomes. This is the first study of which we are aware to identify a CBV index threshold for MCA-DMVOs.
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Affiliation(s)
- Vivek Yedavalli
- Department of Radiology and Radiological Sciences, Johns Hopkins School of Medicine, Phipps B112-D, 21287, Baltimore, MD, USA.
- Department of Neurology, Stanford University School of Medicine, Stanford, Ca, USA.
| | - Manisha Koneru
- Department of Radiology and Radiological Sciences, Johns Hopkins School of Medicine, Phipps B112-D, 21287, Baltimore, MD, USA
| | - Omar Hamam
- Department of Radiology and Radiological Sciences, Johns Hopkins School of Medicine, Phipps B112-D, 21287, Baltimore, MD, USA
| | - Meisam Hoseinyazdi
- Department of Radiology and Radiological Sciences, Johns Hopkins School of Medicine, Phipps B112-D, 21287, Baltimore, MD, USA
| | | | - Raf Llinas
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Victor Urrutia
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Richard Leigh
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Fernando Gonzalez
- Department of Neurosurgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Risheng Xu
- Department of Neurosurgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Justin Caplan
- Department of Neurosurgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Judy Huang
- Department of Neurosurgery, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Hanzhang Lu
- Department of Radiology and Radiological Sciences, Johns Hopkins School of Medicine, Phipps B112-D, 21287, Baltimore, MD, USA
| | - Max Wintermark
- Department of Radiology, University of Texas, MD Anderson, TX, USA
| | - Jeremy Heit
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Adrien Guenego
- Department of Radiology, Université libre de Bruxelles, Bruxelles, Belgium
| | - Greg Albers
- Department of Radiology, Université libre de Bruxelles, Bruxelles, Belgium
| | - Kambiz Nael
- Department of Radiology, David Geffen UCLA School of Medicine, Los Angeles, Ca, USA
| | - Argye Hillis
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
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