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Chun CTN, MacDonald-Wicks L, English C, Lannin NA, Janssen H, Davey J, Kempson C, Hopper B, Patterson A. i-REBOUND Cook Well After Stroke: Co-Designing a Culinary Nutrition Programme for Australian Stroke Survivors. J Hum Nutr Diet 2025; 38:e70045. [PMID: 40114331 PMCID: PMC11926295 DOI: 10.1111/jhn.70045] [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: 12/11/2024] [Revised: 02/15/2025] [Accepted: 03/06/2025] [Indexed: 03/22/2025]
Abstract
INTRODUCTION Stroke is a life-altering event for survivors. While improving diet quality is associated with reduced stroke risk, the post-stroke effects often make meal preparation difficult. There is a lack of published research on culinary nutrition programmes tailored to stroke survivors' recovery journey. This study outlines the co-design process of a culinary nutrition programme aimed at promoting the uptake of a Mediterranean-style diet for people who have had a stroke. METHODS Utilising the Integrated Knowledge Translation (IKT) framework, exploratory interviews and focus groups were conducted with an IKT team comprising six multidisciplinary researchers and three lived experience research partners. A further six stroke survivors and seven stroke clinicians participated in focus groups as end-users. RESULTS/DISCUSSIONS The resulting intervention prototype, titled Cook Well After Stroke, includes a recipe book supplemented with additional programme elements. The IKT team identified critical gaps in current stroke care, particularly during the transition from hospital rehabilitation to home, and key components for the Cook Well After Stroke Programme, including intervention name, overarching principles, recipe guidelines and supporting resources. The recipe book was iteratively developed with stroke survivors, incorporating feedback and suggestions for improvement into the final prototype. CONCLUSION This study represents an innovative project to develop a Cook Well After Stroke Programme tailored specifically for Australian stroke survivors, which may contribute to secondary stroke prevention strategies. This project has developed a prototype and identified additional elements required for the further advancement and completion of the Cook Well After Stroke Programme. Further research is needed to adapt the intervention prototype for a more diverse range of stroke survivors and to evaluate the feasibility, acceptability and accessibility of this co-designed programme.
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Affiliation(s)
- Chian Thong Nicole Chun
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Program, Hunter Medical Research Institute, New Lambton, New South Wales, Australia
| | - Lesley MacDonald-Wicks
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Program, Hunter Medical Research Institute, New Lambton, New South Wales, Australia
| | - Coralie English
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Heart and Stroke Program, Hunter Medical Research Institute, Australia
| | - Natasha A Lannin
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
- Allied Health Directorate, Alfred Health, Melbourne, Victoria, Australia
| | - Heidi Janssen
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Heart and Stroke Program, Hunter Medical Research Institute, Australia
- Hunter New England Local Health District, New Lambton, New South Wales, Australia
| | - Julie Davey
- Lived Experience Research Partners, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Clive Kempson
- Lived Experience Research Partners, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Bev Hopper
- Lived Experience Research Partners, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Amanda Patterson
- School of Health Sciences, The University of Newcastle, Callaghan, New South Wales, Australia
- Food and Nutrition Program, Hunter Medical Research Institute, New Lambton, New South Wales, Australia
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Martin SS, Aday AW, Allen NB, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Bansal N, Beaton AZ, Commodore-Mensah Y, Currie ME, Elkind MSV, Fan W, Generoso G, Gibbs BB, Heard DG, Hiremath S, Johansen MC, Kazi DS, Ko D, Leppert MH, Magnani JW, Michos ED, Mussolino ME, Parikh NI, Perman SM, Rezk-Hanna M, Roth GA, Shah NS, Springer MV, St-Onge MP, Thacker EL, Urbut SM, Van Spall HGC, Voeks JH, Whelton SP, Wong ND, Wong SS, Yaffe K, Palaniappan LP. 2025 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association. Circulation 2025; 151:e41-e660. [PMID: 39866113 DOI: 10.1161/cir.0000000000001303] [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] [Indexed: 01/28/2025]
Abstract
BACKGROUND The American Heart Association (AHA), in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, nutrition, sleep, and obesity) and health factors (cholesterol, blood pressure, glucose control, and metabolic syndrome) that contribute to cardiovascular health. The AHA Heart Disease and Stroke Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, brain health, complications of pregnancy, kidney disease, congenital heart disease, rhythm disorders, sudden cardiac arrest, subclinical atherosclerosis, coronary heart disease, cardiomyopathy, heart failure, valvular disease, venous thromboembolism, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The AHA, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States and globally to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2025 AHA Statistical Update is the product of a full year's worth of effort in 2024 by dedicated volunteer clinicians and scientists, committed government professionals, and AHA staff members. This year's edition includes a continued focus on health equity across several key domains and enhanced global data that reflect improved methods and incorporation of ≈3000 new data sources since last year's Statistical Update. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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Chen C, Reeves MJ, He K, Morgenstern LB, Lisabeth LD. Associations of Social, Behavioral, and Clinical Factors With Sex Differences in Stroke Recurrence and Poststroke Mortality. Circ Cardiovasc Qual Outcomes 2025; 18:e011082. [PMID: 39817333 PMCID: PMC11835519 DOI: 10.1161/circoutcomes.124.011082] [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] [Received: 03/25/2024] [Accepted: 11/06/2024] [Indexed: 01/18/2025]
Abstract
BACKGROUND Few population-based studies have assessed sex differences in stroke recurrence. In addition, contributors to sex differences in recurrence and poststroke mortality, including social factors, are unclear. We investigated sex differences in these outcomes and the contribution of social, clinical, and behavioral factors to the sex differences. METHODS First-ever ischemic stroke cases identified from 2008 to 2019 from the population-based Brain Attack Surveillance in Corpus Christi Project in Texas were included and followed for recurrence and all-cause mortality through 2020. Sex differences in outcomes with and without adjustment for potential confounding factors, including social, behavioral, and clinical factors, were examined using Cox proportional hazard models. Factors that changed the log hazard ratio (HR) for sex by at least 10% after adjustment were identified as confounders/contributors. Final models were adjusted for all identified confounders. RESULTS Of 2326 participants (mean age, 68 years; 48% women; 57% Mexican American), over median follow-ups of 5.4 years for recurrence and 3.7 years for mortality, 274 recurrences and 965 deaths occurred. No significant sex differences in recurrence were noted in unadjusted (HR, 0.89 [95% CI, 0.70-1.13]), age-adjusted (HR, 0.92 [95% CI, 0.72-1.18]), or fully adjusted models (HR, 0.88 [95% CI, 0.67-1.16]). Although women had a higher crude mortality rate than men (HR, 1.22 [95% CI, 1.08-1.38]), this sex difference disappeared after age adjustment (HR, 0.91 [95% CI, 0.80-1.03]). Other factors contributing to the sex difference included education, marital status, prestroke depression, health behaviors, initial stroke severity, prestroke disability, comorbidities, atrial fibrillation, and coronary artery disease. After simultaneously adjusting for all identified confounders, women had lower poststroke mortality (HR, 0.79 [95% CI, 0.68-0.91]). CONCLUSIONS Sex differences in stroke recurrence were not apparent. Women had a higher unadjusted poststroke mortality rate but lower adjusted mortality than men. Social and psychosocial factors, alongside clinical factors, primarily explained the sex disparity in poststroke mortality.
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Affiliation(s)
- Chen Chen
- Department of Epidemiology (C.C., L.B.M., L.D.L.), University of Michigan School of Public Health, Ann Arbor
| | - Mathew J. Reeves
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing (M.J.R.)
| | - Kevin He
- Department of Biostatistics (K.H.), University of Michigan School of Public Health, Ann Arbor
| | - Lewis B. Morgenstern
- Department of Epidemiology (C.C., L.B.M., L.D.L.), University of Michigan School of Public Health, Ann Arbor
- Stroke Program, Department of Neurology, University of Michigan Medical School, Ann Arbor (L.B.M., L.D.L.)
| | - Lynda D. Lisabeth
- Department of Epidemiology (C.C., L.B.M., L.D.L.), University of Michigan School of Public Health, Ann Arbor
- Stroke Program, Department of Neurology, University of Michigan Medical School, Ann Arbor (L.B.M., L.D.L.)
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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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Seetge J, Cséke B, Karádi ZN, Bosnyák E, Szapáry L. Beyond Anticoagulation: Limitations of Oral Anticoagulants in Preventing Stroke Recurrence in Atrial Fibrillation. J Clin Med 2024; 13:7309. [PMID: 39685767 DOI: 10.3390/jcm13237309] [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: 11/04/2024] [Revised: 11/21/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: Despite the widespread use of oral anticoagulants (OACs), acute ischemic stroke (AIS) remains a significant risk for patients with atrial fibrillation (AF). The real-world effectiveness of OACs in preventing recurrent strokes, particularly following an initial stroke of cardioembolic (CE) origin, continues to be a major challenge for clinicians managing AF patients. This study evaluated the efficacy of OACs in secondary stroke prevention and investigated the influence of anticoagulation type and quality on recurrence risk. Methods: We analyzed data from 128 AF patients in the prospective Transzlációs Idegtudományi Nemzeti Laboratórium (TINL) STROKE-registry, admitted with CE stroke between February 2023 and September 2024. Patients were categorized by anticoagulation status at admission (OAC-users, n = 89; anticoagulation-naïve, n = 39). Recurrence rates were assessed using logistic regression models, adjusted for age, sex, hypertension, diabetes, and pre-stroke disability. Subgroup analyses explored the effects of anticoagulation type and quality. Results: Recurrence rates were similar between the OAC-treated and anticoagulation-naïve patients after adjusting for confounders (19.10% vs. 17.95%, p = 0.870). Among the anticoagulated patients, neither anticoagulation type nor quality alone significantly influenced the recurrence risk. However, their interaction was statistically significant (p = 0.049), suggesting that the effectiveness of anticoagulation in preventing strokes is strongly affected by treatment quality. Conclusions: Although OACs are a cornerstone of stroke prevention in patients with AF, their efficacy in reducing recurrence depends on optimal management. These findings highlight that adequate anticoagulation, not just its use, is critical to minimize recurrence risk. To effectively prevent strokes in high-risk AF patients, future strategies must focus on standardized protocols, tailored monitoring, and individualized dosing regimens.
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Affiliation(s)
- Jessica Seetge
- Stroke Unit, Department of Neurology, University of Pécs, 7624 Pécs, Hungary
| | - Balázs Cséke
- Department of Emergency Medicine, University of Pécs, 7624 Pécs, Hungary
| | | | - Edit Bosnyák
- Stroke Unit, Department of Neurology, University of Pécs, 7624 Pécs, Hungary
| | - László Szapáry
- Stroke Unit, Department of Neurology, University of Pécs, 7624 Pécs, Hungary
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Jin Y, Zhang Z, Cadilhac DA, Qiu Y, Zhang W, Mei Y, Ping Z, Zhang L, Lin B. Developing a Chain Mediation Model of Recurrence Risk Perception and Health Behavior Among Patients With Stroke: A Cross-sectional Study. Asian Nurs Res (Korean Soc Nurs Sci) 2024; 18:384-392. [PMID: 39303812 DOI: 10.1016/j.anr.2024.09.009] [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: 05/07/2024] [Revised: 08/10/2024] [Accepted: 09/08/2024] [Indexed: 09/22/2024] Open
Abstract
PURPOSE To understand the recurrence risk perception of stroke patients and develop a chain mediation model of recurrence risk perception and health behavior. METHODS A cross-sectional study and convenience sampling were used. Stroke survivors were recruited from the neurology departments of three tertiary hospitals. Their recurrence risk perception, behavioral decision-making, social support, self-efficacy, recurrence worry, and health behavior were measured by relevant tools. Data was analyzed through one-way analysis and regression analysis, and the AMOS 21.0 software was used to explore the mediating relationships between variables. RESULTS Of the 419 participants, 74.7% were aware of stroke recurrence risk. However, only 28.2% could accurately estimate their own recurrence risk. Recurrence risk perception was significantly correlated with behavioral decision-making, social support, self-efficacy, and health behavior (r = .19 ∼ .50, p < .05). Social support and recurrence risk perception could affect health behavior indirectly through self-efficacy, behavioral decision-making, and worry. Behavioral decision-making acted as a main mediator between recurrence risk perception and health behavior, while the path coefficient was .47 and .37, respectively. The chain mediation effect between recurrence risk perception and health behavior was established with a total effect value of .19 (p < .01). CONCLUSION Most stroke survivors could be aware of recurrence risk but failed to accurately estimate their individual risk. In the mediation model of recurrence risk perception and health behavior, social support seemed to be an important external factor, while self-efficacy, behavioral decision-making, and worry seemed to act as key internal factors. REGISTRATION The research project was registered on 29 June 2020 (CTR2000034244).
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Affiliation(s)
- Yujia Jin
- Nursing and Health School, Zhengzhou University, China
| | | | - Dominique A Cadilhac
- Stroke and Ageing Research, Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Australia; Stroke Department, Florey Institute of Neuroscience and Mental Health, University of Melbourne, Australia
| | - Yunjing Qiu
- School of Nursing & Midwifery, Faculty of Health, University of Technology Sydney, Australia
| | - Weihong Zhang
- Henan lnstitute of Medical and Phamnaceutical Sciences, China
| | - Yongxia Mei
- Nursing and Health School, Zhengzhou University, China
| | | | - Lanlan Zhang
- Hangzhou Fuyang Sunshine Geriatric Hospital, China
| | - Beilei Lin
- Nursing and Health School, Zhengzhou University, China.
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Lee SH, Jung JM, Ryu JC, Park MH. Variations in Risk Factors across Different Periods of Stroke and Transient Ischemic Attack Recurrence. Eur Neurol 2024; 87:213-222. [PMID: 39068915 PMCID: PMC11651328 DOI: 10.1159/000540571] [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: 03/14/2024] [Accepted: 07/24/2024] [Indexed: 07/30/2024]
Abstract
INTRODUCTION Accurately discerning periods of heightened risk of stroke or transient ischemic attack (TIA) recurrence and managing modifiable risk factors are essential for minimizing overall recurrence risk. This study identified differences in the timing of stroke or TIA recurrence based on risk factors and patient characteristics to develop strategies for reducing recurrence in clinical practice. METHODS We retrospectively selected patients with ischemic stroke or TIA at the Korea University Ansan Hospital Stroke Center between March 2014 and December 2021 using the prospective institutional database of the Korea University Stroke Registry. We collected demographic, clinical data, and categorized participants by recurrence timing (early within or late after 3 months). Using multinomial logistic regression analysis, we examined variables associated with early and late recurrent stroke or TIAs. RESULTS Among 3,646 patients, 255 experienced a recurrent stroke or TIA and 3,391 experienced their first stroke or TIA. Multinomial logistic regression analysis revealed significant associations between early recurrent stroke or TIA and diabetes mellitus (odds ratio [OR]: 1.98, 95% confidence interval [CI]: 1.25-3.15), other determined etiologies in the Trial of Org 10172 in the Acute Stroke Treatment classification (OR: 3.00, 95% CI: 1.37-6.61), and white matter changes (OR: 1.97, 95% CI: 1.17-3.33). Late recurrence showed a significant correlation with TIA (OR: 2.95, 95% CI: 1.52-5.71) and cerebral microbleeds (OR: 2.22, 95% CI: 1.32-3.75). CONCLUSION Substantial differences in factors contribute to stroke or TIA recurrence based on timing. Managing the risk of recurrence in clinical practice necessitates accurate identification of heightened risk periods and rigorous control of modifiable risk factors.
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Affiliation(s)
- Sang-Hun Lee
- Department of Neurology, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Republic of Korea,
| | - Jin-Man Jung
- Department of Neurology, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Republic of Korea
| | - Jae-Chan Ryu
- Department of Neurology, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Republic of Korea
| | - Moon-Ho Park
- Department of Neurology, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Republic of Korea
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Yan C, Wang S, Yang Y, Zhao L, Zhang J, Wang Y, Liu D, Geng Y, Chen Z. The Efficacy of Diabetic Foot Treatment in a "TOSF" Pattern: A Five-Year Retrospective Study. Diabetes Metab Syndr Obes 2024; 17:1923-1939. [PMID: 38711674 PMCID: PMC11073528 DOI: 10.2147/dmso.s461112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 04/23/2024] [Indexed: 05/08/2024] Open
Abstract
Aim To evaluate the advantages and problems in the diagnosis and treatment of diabetic foot (DF) patients by analyzing the results of a 5-year follow-up of the organ system based (TOSF) treatment model. Methods A retrospective study was conducted in 229 patients with diabetic foot. Chi-square test and rank-sum test were used to analyze the effects of patients' general condition, behavioral and nutritional status, degree of infection (inflammatory markers), comorbidity, diabetic foot grade/classification, and revascularization on readmission rate, amputation rate, all-cause mortality, incidence of other complications, and wound healing time. Logistic regression was used to analyze the risk factors affecting the prognosis of diabetic foot. Kaplan-Meier survival curve was used to analyze the differences in amputation rate and mortality rate at each time point. Results This study showed that nutritional status, degree of infection, and revascularization influenced readmission rates. General condition, behavior and nutritional status, degree of infection, Wagner grade and revascularization affect the amputation rate. General conditions, behavioral and nutritional status, degree of infection, comorbidities, classification and revascularization affect the mortality of patients. Age and white blood cell(WBC) count affected the incidence of other complications. Influence of infection degree and Wagner grade and revascularization in patients with wound healing time. Revascularization was an independent protective factor for readmission, amputation, and mortality.Elevated serum inflammatory markers are an independent risk factor for amputation. Hypoproteinemia is an independent risk factor for mortality. Conclusion In the "TOSF" diagnosis and treatment pattern, diabetic foot patients have a good prognosis. Special attention should be paid to the screening and revascularization of lower extremity vascular disease in patients with diabetic foot.
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Affiliation(s)
- Changbao Yan
- Department of Vascular Surgery, Capital Medical University Affiliated Luhe Hospital, Beijing, People’s Republic of China
| | - Sheng Wang
- Department of Vascular Surgery, Capital Medical University Affiliated Anzhen Hospital, Beijing, People’s Republic of China
| | - Yaoguo Yang
- Department of Vascular Surgery, Capital Medical University Affiliated Anzhen Hospital, Beijing, People’s Republic of China
| | - Liang Zhao
- Department of Vascular Surgery, Capital Medical University Affiliated Luhe Hospital, Beijing, People’s Republic of China
| | - Jie Zhang
- Department of Vascular Surgery, Capital Medical University Affiliated Luhe Hospital, Beijing, People’s Republic of China
| | - Yanyang Wang
- Department of Vascular Surgery, Capital Medical University Affiliated Luhe Hospital, Beijing, People’s Republic of China
| | - Dafang Liu
- Department of Vascular Surgery, Capital Medical University Affiliated Luhe Hospital, Beijing, People’s Republic of China
| | - Yihe Geng
- Department of Vascular Surgery, Capital Medical University Affiliated Luhe Hospital, Beijing, People’s Republic of China
| | - Zhong Chen
- Department of Vascular Surgery, Capital Medical University Affiliated Anzhen Hospital, Beijing, People’s Republic of China
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Wang Y, Zhou Y, Hu H, Liu C, Wang P, Zhang L, Chu J, Lu Z, Guo Z, Jing W, Liu H. Development and validation of a clinical prediction model for ischemic stroke recurrence after successful stent implantation in symptomatic intracranial atherosclerotic stenosis. J Clin Neurosci 2024; 123:137-147. [PMID: 38574685 DOI: 10.1016/j.jocn.2024.03.028] [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: 12/04/2023] [Revised: 03/18/2024] [Accepted: 03/28/2024] [Indexed: 04/06/2024]
Abstract
OBJECTIVE This study aimed to analyze the risk factors for recurrent ischemic stroke in patients with symptomatic intracranial atherosclerotic stenosis (ICAS) who underwent successful stent placement and to establish a nomogram prediction model. METHODS We utilized data from a prospective collection of 430 consecutive patients at Jining NO.1 People's Hospital from November 2021 to November 2022, conducting further analysis on the subset of 400 patients who met the inclusion criteria. They were further divided into training (n=321) and validation (n=79) groups. In the training group, we used univariate and multivariate COX regression to find independent risk factors for recurrent stroke and then created a nomogram. The assessment of the nomogram's discrimination and calibration was performed through the examination of various measures including the Consistency index (C-index), the area under the receiver operating characteristic (ROC) curves (AUC), and the calibration plots. Decision curve analysis (DCA) was used to evaluate the clinical utility of the nomogram by quantifying the net benefit to the patient under different threshold probabilities. RESULTS The nomogram for predicting recurrent ischemic stroke in symptomatic ICAS patients after stent placement utilizes six variables: coronary heart disease (CHD), smoking, multiple ICAS, systolic blood pressure (SBP), in-stent restenosis (ISR), and fasting plasma glucose. The C-index (0.884 for the training cohort and 0.87 for the validation cohort) and the time-dependent AUC (>0.7) indicated satisfactory discriminative ability of the nomogram. Furthermore, DCA indicated a clinical net benefit from the nomogram. CONCLUSIONS The predictive model constructed includes six predictive factors: CHD, smoking, multiple ICAS, SBP, ISR and fasting blood glucose. The model demonstrates good predictive ability and can be utilized to predict ischemic stroke recurrence in patients with symptomatic ICAS after successful stent placement.
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Affiliation(s)
- Yanhong Wang
- School of Clinical Medicine, Jining Medical University, Shandong, China
| | - Yafei Zhou
- Department of Neurology, Jining No.1 People's Hospital, Shandong, China
| | - Haibo Hu
- Emergency Department, Jining No.3 People's Hospital (Yanzhou District People's Hospital of Jining City), Shandong, China
| | - Chaolai Liu
- Department of Neurology, Jining No.1 People's Hospital, Shandong, China
| | - Peng Wang
- Department of Neurology, Jining No.1 People's Hospital, Shandong, China
| | - Lei Zhang
- Department of Neurology, Jining No.1 People's Hospital, Shandong, China
| | - Jianfeng Chu
- Department of Neurology, Jining No.1 People's Hospital, Shandong, China
| | - Zhe Lu
- Department of Neurology, Jining No.1 People's Hospital, Shandong, China
| | - Zhipeng Guo
- School of Clinical Medicine, Jining Medical University, Shandong, China
| | - Wenjun Jing
- School of Clinical Medicine, Jining Medical University, Shandong, China
| | - Huakun Liu
- Department of Neurology, Jining No.1 People's Hospital, Shandong, China.
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Martin SS, Aday AW, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Barone Gibbs B, Beaton AZ, Boehme AK, Commodore-Mensah Y, Currie ME, Elkind MSV, Evenson KR, Generoso G, Heard DG, Hiremath S, Johansen MC, Kalani R, Kazi DS, Ko D, Liu J, Magnani JW, Michos ED, Mussolino ME, Navaneethan SD, Parikh NI, Perman SM, Poudel R, Rezk-Hanna M, Roth GA, Shah NS, St-Onge MP, Thacker EL, Tsao CW, Urbut SM, Van Spall HGC, Voeks JH, Wang NY, Wong ND, Wong SS, Yaffe K, Palaniappan LP. 2024 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association. Circulation 2024; 149:e347-e913. [PMID: 38264914 DOI: 10.1161/cir.0000000000001209] [Citation(s) in RCA: 699] [Impact Index Per Article: 699.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Abstract
BACKGROUND The American Heart Association (AHA), in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, nutrition, sleep, and obesity) and health factors (cholesterol, blood pressure, glucose control, and metabolic syndrome) that contribute to cardiovascular health. The AHA Heart Disease and Stroke Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, brain health, complications of pregnancy, kidney disease, congenital heart disease, rhythm disorders, sudden cardiac arrest, subclinical atherosclerosis, coronary heart disease, cardiomyopathy, heart failure, valvular disease, venous thromboembolism, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The AHA, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States and globally to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2024 AHA Statistical Update is the product of a full year's worth of effort in 2023 by dedicated volunteer clinicians and scientists, committed government professionals, and AHA staff members. The AHA strives to further understand and help heal health problems inflicted by structural racism, a public health crisis that can significantly damage physical and mental health and perpetuate disparities in access to health care, education, income, housing, and several other factors vital to healthy lives. This year's edition includes additional global data, as well as data on the monitoring and benefits of cardiovascular health in the population, with an enhanced focus on health equity across several key domains. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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11
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Chen M, Qian D, Wang Y, An J, Meng K, Xu S, Liu S, Sun M, Li M, Pang C. Systematic Review of Machine Learning Applied to the Secondary Prevention of Ischemic Stroke. J Med Syst 2024; 48:8. [PMID: 38165495 DOI: 10.1007/s10916-023-02020-4] [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: 05/26/2023] [Accepted: 11/13/2023] [Indexed: 01/03/2024]
Abstract
Ischemic stroke is a serious disease posing significant threats to human health and life, with the highest absolute and relative risks of a poor prognosis following the first occurrence, and more than 90% of strokes are attributable to modifiable risk factors. Currently, machine learning (ML) is widely used for the prediction of ischemic stroke outcomes. By identifying risk factors, predicting the risk of poor prognosis and thus developing personalized treatment plans, it effectively reduces the probability of poor prognosis, leading to more effective secondary prevention. This review includes 41 studies since 2018 that used ML algorithms to build prognostic prediction models for ischemic stroke, transient ischemic attack (TIA), and acute ischemic stroke (AIS). We analyzed in detail the risk factors used in these studies, the sources and processing methods of the required data, the model building and validation, and their application in different prediction time windows. The results indicate that among the included studies, the top five risk factors in terms of frequency were cardiovascular diseases, age, sex, national institutes of health stroke scale (NIHSS) score, and diabetes. Furthermore, 64% of the studies used single-center data, 65% of studies using imbalanced data did not perform data balancing, 88% of the studies did not utilize external validation datasets for model validation, and 72% of the studies did not provide explanations for their models. Addressing these issues is crucial for enhancing the credibility and effectiveness of the research, consequently improving the development and implementation of secondary prevention measures.
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Affiliation(s)
- Meng Chen
- School of Life Science and Technology, Changchun University of Science and Technology, Jilin Province, Changchun, 130022, People's Republic of China
| | - Dongbao Qian
- School of Life Science and Technology, Changchun University of Science and Technology, Jilin Province, Changchun, 130022, People's Republic of China
| | - Yixuan Wang
- Union Hospital of Jilin University, Jilin Province, Neurosurgery, Changchun, 130033, People's Republic of China
| | - Junyan An
- Union Hospital of Jilin University, Jilin Province, Neurosurgery, Changchun, 130033, People's Republic of China
| | - Ke Meng
- Union Hospital of Jilin University, Jilin Province, Neurosurgery, Changchun, 130033, People's Republic of China
| | - Shuai Xu
- School of Life Science and Technology, Changchun University of Science and Technology, Jilin Province, Changchun, 130022, People's Republic of China
| | - Sheng Liu
- School of Life Science and Technology, Changchun University of Science and Technology, Jilin Province, Changchun, 130022, People's Republic of China
| | - Meiyan Sun
- Union Hospital of Jilin University, Jilin Province, Neurosurgery, Changchun, 130033, People's Republic of China
| | - Miao Li
- School of Life Science and Technology, Changchun University of Science and Technology, Jilin Province, Changchun, 130022, People's Republic of China.
- Union Hospital of Jilin University, Jilin Province, Neurosurgery, Changchun, 130033, People's Republic of China.
| | - Chunying Pang
- School of Life Science and Technology, Changchun University of Science and Technology, Jilin Province, Changchun, 130022, People's Republic of China.
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12
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Sur NB, Kozberg M, Desvigne-Nickens P, Silversides C, Bushnell C. Improving Stroke Risk Factor Management Focusing on Health Disparities and Knowledge Gaps. Stroke 2024; 55:248-258. [PMID: 38134258 DOI: 10.1161/strokeaha.122.040449] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2023]
Abstract
Stroke is a leading cause of death and disability in the United States and worldwide, necessitating comprehensive efforts to optimize stroke risk factor management. Health disparities in stroke incidence, prevalence, and risk factor management persist among various race/ethnic, geographic, and socioeconomic populations and negatively impact stroke outcomes. This review highlights existing literature and guidelines for stroke risk factor management, emphasizing health disparities among certain populations. Moreover, stroke risk factors for special groups, including the young, the very elderly, and pregnant/peripartum women are outlined. Strategies for stroke risk factor improvement at every level of the health care system are discussed, from the individual patient to providers, health care systems, and policymakers. Improving stroke risk factor management in the context of the social determinants of health, and with the goal of eliminating inequities and disparities in stroke prevention strategies, are critical steps to reducing the burden of stroke and equitably improving public health.
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Affiliation(s)
- Nicole B Sur
- Department of Neurology, University of Miami Miller School of Medicine, FL (N.B.S.)
| | - Mariel Kozberg
- Department of Neurology, Massachusetts General Hospital/Harvard Medical School, Boston (M.K.)
| | | | | | - Cheryl Bushnell
- Department of Neurology, Wake Forest University School of Medicine, Winston-Salem, NC (C.B.)
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13
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Abujaber AA, Alkhawaldeh IM, Imam Y, Nashwan AJ, Akhtar N, Own A, Tarawneh AS, Hassanat AB. Predicting 90-day prognosis for patients with stroke: a machine learning approach. Front Neurol 2023; 14:1270767. [PMID: 38145122 PMCID: PMC10748594 DOI: 10.3389/fneur.2023.1270767] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 11/23/2023] [Indexed: 12/26/2023] Open
Abstract
BACKGROUND Stroke is a significant global health burden and ranks as the second leading cause of death worldwide. OBJECTIVE This study aims to develop and evaluate a machine learning-based predictive tool for forecasting the 90-day prognosis of stroke patients after discharge as measured by the modified Rankin Score. METHODS The study utilized data from a large national multiethnic stroke registry comprising 15,859 adult patients diagnosed with ischemic or hemorrhagic stroke. Of these, 7,452 patients satisfied the study's inclusion criteria. Feature selection was performed using the correlation and permutation importance methods. Six classifiers, including Random Forest (RF), Classification and Regression Tree, Linear Discriminant Analysis, Support Vector Machine, and k-Nearest Neighbors, were employed for prediction. RESULTS The RF model demonstrated superior performance, achieving the highest accuracy (0.823) and excellent discrimination power (AUC 0.893). Notably, stroke type, hospital acquired infections, admission location, and hospital length of stay emerged as the top-ranked predictors. CONCLUSION The RF model shows promise in predicting stroke prognosis, enabling personalized care plans and enhanced preventive measures for stroke patients. Prospective validation is essential to assess its real-world clinical performance and ensure successful implementation across diverse healthcare settings.
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Affiliation(s)
| | | | - Yahia Imam
- Neurology Section, Neuroscience Institute, Hamad Medical Corporation (HMC), Doha, Qatar
| | | | - Naveed Akhtar
- Neuroradiology Department, Neuroscience Institute, Hamad Medical Corporation (HMC), Doha, Qatar
| | - Ahmed Own
- Neuroradiology Department, Neuroscience Institute, Hamad Medical Corporation (HMC), Doha, Qatar
| | - Ahmad S. Tarawneh
- Faculty of Information Technology, Mutah University, Al-Karak, Jordan
| | - Ahmad B. Hassanat
- Faculty of Information Technology, Mutah University, Al-Karak, Jordan
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14
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Yao Q, Zhang BY, Lin YD, Hu MJ, Jiang M, Zhou MK, Zhu CR. Association between post-stroke smoking and stroke recurrence in first-ever ischemic stroke survivors: based on a 10-year prospective cohort. Neurol Sci 2023; 44:3595-3605. [PMID: 37286760 DOI: 10.1007/s10072-023-06873-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/20/2023] [Indexed: 06/09/2023]
Abstract
BACKGROUND Whether smoking is a risk factor for ischemic stroke (IS) recurrence in IS survivors is still uncovered, and evidences are sparse. Meanwhile, an add-on effect of clopidogrel was observed in myocardial infarction patients who smoked, but whether the paradox exists in IS patients is still unsolved. The objectives of this study are to explore the association between smoking behavior after index stroke and IS recurrence and to explore whether the paradox exists. METHODS A prospective cohort of first-ever IS patients was conducted between 2010 and 2019. The prognosis and smoking features of enrolled patients were obtained via telephone follow-up every 3 months. Fine-gray model with interaction terms was applied to measure the relationships between stroke recurrence and smoking behaviors after index stroke and to explore the add-on effect of clopidogrel in smoking patients. RESULTS There were 171 (24.26%) recurrences and 129 (18.30%) deaths during follow-up in 705 enrolled IS patients. One hundred forty-six (20.71%) patients smoked after index stroke. The hazard ratios (HRs) and 95% confidence intervals (CIs) of interaction terms between antiplatelet drug and follow-up smoking (smoking status and daily smoking amount) were 1.092 (95% CI: 0.524, 2.276) and 0.985 (95% CI: 0.941, 1.031), respectively. A significantly higher risk of recurrence was observed in patients with a higher daily smoking amount during follow-up (per cigarette), with HR being 1.027 (95% CI: 1.003, 1.052). CONCLUSIONS Smoking could elevate the risk of IS recurrence, and IS survivor should be advised to quit or smoke less. Add-on effect of clopidogrel may not exist in smoking strokers taking clopidogrel.
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Affiliation(s)
- Qiang Yao
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 17 Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Bai-Yang Zhang
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 17 Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Yi-Die Lin
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 17 Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Mei-Jing Hu
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 17 Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Min Jiang
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 17 Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China
| | - Mu-Ke Zhou
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
| | - Cai-Rong Zhu
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, No. 17 Section 3, Renmin South Road, Chengdu, 610041, Sichuan, China.
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Patel J, Bhaskar SMM. Atrial Fibrillation and Reperfusion Therapy in Acute Ischaemic Stroke Patients: Prevalence and Outcomes-A Comprehensive Systematic Review and Meta-Analysis. Neurol Int 2023; 15:1014-1043. [PMID: 37755356 PMCID: PMC10537209 DOI: 10.3390/neurolint15030065] [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: 08/14/2023] [Revised: 08/23/2023] [Accepted: 08/24/2023] [Indexed: 09/28/2023] Open
Abstract
Atrial fibrillation (AF) significantly contributes to acute ischaemic stroke (AIS), yet its precise influence on clinical outcomes post-intravenous thrombolysis (IVT) and post-endovascular thrombectomy (EVT) has remained elusive. Furthermore, the overall prevalence of AF in AIS patients undergoing reperfusion therapy has not been clearly determined. Employing random-effects meta-analyses, this research aimed to estimate the pooled prevalence of AF among AIS patients undergoing reperfusion therapy, while also examining the association between AF and clinical outcomes such as functional outcomes, symptomatic intracerebral haemorrhage (sICH) and mortality. Studies comparing AF and non-AF patient groups undergoing reperfusion therapy were identified and included following an extensive database search. Forty-nine studies (n = 66,887) were included. Among IVT patients, the prevalence of AF was 31% (Effect Size [ES] 0.31 [95%CI 0.28-0.35], p < 0.01), while in EVT patients, it reached 42% (ES 0.42 [95%CI 0.38-0.46], p < 0.01), and in bridging therapy (BT) patients, it stood at 36% (ES 0.36 [95%CI 0.28-0.43], p < 0.01). AF was associated with significantly lower odds of favourable 90-day functional outcomes post IVT (Odds Ratio [OR] 0.512 [95%CI 0.376-0.696], p < 0.001), but not post EVT (OR 0.826 [95%CI 0.651-1.049], p = 0.117). Our comprehensive meta-analysis highlights the varying prevalence of AF among different reperfusion therapies and its differential impact on patient outcomes. The highest pooled prevalence of AF was observed in EVT patients, followed by BT and IVT patients. Interestingly, our analysis revealed that AF was significantly associated with poorer clinical outcomes following IVT. Such an association was not observed following EVT.
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Affiliation(s)
- Jay Patel
- Global Health Neurology Lab., Sydney, NSW 2150, Australia
- South Western Sydney Clinical Campuses, University of New South Wales (UNSW) Medicine and Health, UNSW Sydney, Sydney, NSW 2170, Australia
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia
| | - Sonu M. M. Bhaskar
- Global Health Neurology Lab., Sydney, NSW 2150, Australia
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- Department of Neurology & Neurophysiology, Liverpool Hospital & South Western Sydney Local Health District (SWSLHD), Sydney, NSW 2170, Australia
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16
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Chiangkhong A, Suwanwong C, Wongrostrai Y. Lifestyle, clinical, and occupational risk factors of recurrent stroke among the working-age group: A systematic review and meta-analysis. Heliyon 2023; 9:e13949. [PMID: 36915512 PMCID: PMC10006477 DOI: 10.1016/j.heliyon.2023.e13949] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 02/15/2023] [Accepted: 02/15/2023] [Indexed: 02/24/2023] Open
Abstract
Background Stroke recurrence is increasing in the working-age population. This study aimed to summarize and evaluate the risk factors for recurrent stroke among the working-age population. Methods Relevant studies were extracted from several databases following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Fixed- or random-effects estimates of the pooled odds ratio (OR) and 95% confidence interval (CI) of risk factors for recurrent stroke were generated based on heterogeneity. Subgroup and publication bias analyses were also performed. Results Seventeen studies were included in the meta-analysis. Pooled effects results revealed that the risk of recurrent stroke in the working-age group was as follows: Diabetes (OR = 1.85, 95% CI: 1.47, 2.32), hypertension (OR = 1.27, 95% CI: 1.12, 1.44), smoking (OR = 1.52, 95% CI: 1.27, 1.81), history of cardiac disease (OR = 2.86, 95% CI: 2.22, 3.67), history of stroke (OR = 2.45, 95% CI: 1.81, 3.31), and National Institutes of Health stroke severity score (OR = 1.09, 95% CI: 1.03, 1.15). Conclusion These findings suggest that several factors, such as diabetes, hypertension, smoking, history of cardiac disease and stroke, and severity of a stroke, are potential risk factors for recurrent stroke in the working-age group. Therefore, strategies to reduce those risk factors should be adopted and attention paid to prevent recurrent stroke among working-age populations.
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Affiliation(s)
- Araya Chiangkhong
- Kuakarun Faculty of Nursing, Navamindradhiraj University, Bangkok, Thailand
| | - Charin Suwanwong
- Behavioral Science Research Institute, Srinakharinwirot University, Bangkok, Thailand
| | - Yupha Wongrostrai
- Kuakarun Faculty of Nursing, Navamindradhiraj University, Bangkok, Thailand
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17
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Tsao CW, Aday AW, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Beaton AZ, Boehme AK, Buxton AE, Commodore-Mensah Y, Elkind MSV, Evenson KR, Eze-Nliam C, Fugar S, Generoso G, Heard DG, Hiremath S, Ho JE, Kalani R, Kazi DS, Ko D, Levine DA, Liu J, Ma J, Magnani JW, Michos ED, Mussolino ME, Navaneethan SD, Parikh NI, Poudel R, Rezk-Hanna M, Roth GA, Shah NS, St-Onge MP, Thacker EL, Virani SS, Voeks JH, Wang NY, Wong ND, Wong SS, Yaffe K, Martin SS. Heart Disease and Stroke Statistics-2023 Update: A Report From the American Heart Association. Circulation 2023; 147:e93-e621. [PMID: 36695182 DOI: 10.1161/cir.0000000000001123] [Citation(s) in RCA: 2185] [Impact Index Per Article: 1092.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND The American Heart Association, in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, diet, and weight) and health factors (cholesterol, blood pressure, and glucose control) that contribute to cardiovascular health. The Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, congenital heart disease, rhythm disorders, subclinical atherosclerosis, coronary heart disease, heart failure, valvular disease, venous disease, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The American Heart Association, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2023 Statistical Update is the product of a full year's worth of effort in 2022 by dedicated volunteer clinicians and scientists, committed government professionals, and American Heart Association staff members. The American Heart Association strives to further understand and help heal health problems inflicted by structural racism, a public health crisis that can significantly damage physical and mental health and perpetuate disparities in access to health care, education, income, housing, and several other factors vital to healthy lives. This year's edition includes additional COVID-19 (coronavirus disease 2019) publications, as well as data on the monitoring and benefits of cardiovascular health in the population, with an enhanced focus on health equity across several key domains. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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18
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The Safety and Feasibility of Lower Body Positive Pressure Treadmill Training in Individuals with Chronic Stroke: An Exploratory Study. Brain Sci 2023; 13:brainsci13020166. [PMID: 36831709 PMCID: PMC9954131 DOI: 10.3390/brainsci13020166] [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: 01/04/2023] [Revised: 01/13/2023] [Accepted: 01/16/2023] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Lower body positive pressure (LBPP) may provide a novel intervention for gait training in neurological conditions. Nonetheless, studies investigating the safety and feasibility of LBPP in patients with stroke are insufficient. OBJECTIVES The purpose of this study was to evaluate the safety and feasibility of LBPP as a rehabilitation intervention for individuals with chronic stroke. METHODS Individuals with chronic stroke were recruited from the community to participate in LBPP gait training three times a week for six weeks. The LBPP's safety and feasibility were documented throughout the study and at the end of six weeks. Safety and feasibility referred to the incidence of adverse events, complications, the participant and therapist satisfaction questionnaire, and the device limitation including but not limited to technical issues and physical constraints. In addition, blood pressure, pulse rate, and oxygen saturation were taken pre- and post-session. Dependent t-tests were used to analyze the difference between assessments. A Wilcoxon test was used to assess the ordinal data (Trial registration number NCT04767334). RESULTS Nine individuals (one female, eight males) aged 57 ± 15.4 years were enrolled. All participants completed the intervention without adverse events. All participants reported positive scores from 4 (very satisfying) to 5 (extremely satisfying) in the safety and feasibility questionnaire. No significant differences were observed in blood pressure and oxygen saturation during the intervention sessions. However, significant increases were observed in heart rate from 82.6 ± 9.1 beats/min (pre-session) to 88.1 ± 6.8 beats/min (post-session) (p = 0.027). CONCLUSIONS LBPP is a safe and feasible rehabilitation tool to use with individuals with chronic stroke.
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19
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Liu C, Yin L, Hu Y, Shi Z, Zhu Q, Xiao Q, Li G, Cheng J, Hou Y. Analysis of risk factors for the efficacy of tirofiban in the treatment of acute ischemic stroke. Neurol Res 2023; 45:538-543. [PMID: 36599001 DOI: 10.1080/01616412.2022.2164447] [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: 01/06/2023]
Abstract
OBJECTIVE To analyse the risk factors for tirofiban efficacy in the early treatment of acute ischemic stroke. METHODS The clinical data of 204 patients with acute ischemic stroke treated with tirofiban were retrospectively analysed. The early efficacy of tirofiban was assessed by a ≥ 4-point decline in the National Institutes of Health Stroke Scale (NIHSS) score or via the complete disappearance of neurological deficits at the end of ischemic stroke treatment, and patients were divided into an effective groupand an ineffective group. Univariate and multivariate logistic regression analyses were used to compare the differences in clinical data between the two groups. RESULTS Multivariate logistic regression analysis showed that heavy drinking (OR 0.477, 95% CI 0.249-0.899, P = 0.023), elevated total cholesterol (OR 0.331, 95% CI 0.141-0.734, P = 0.008), NIHSS score at initiation of treatment (OR 1.130, 95% CI 1.026-1.253, P = 0.016) and time from onset to treatment (OR 0.839, 95% CI 0.700-0.979, P = 0.038) were independent risk factors affecting the early efficacy of tirofiban. CONCLUSION The early curative effect of tirofiban in acute ischemic stroke patients with a heavy drinking history and elevated total cholesterol was poor. In patients with acute ischemic stroke, the higher the NIHSS score was within a certain range (8 < NIHSS ≤15 and the Org 10,172 Trial in the Treatment of Acute Stroke (TOAST) belongs to small-artery occlusion lacunar) at the initiation of treatment and the shorter the time from onset to treatment, the better the early curative effect was.
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Affiliation(s)
- Chong Liu
- Department of Neurology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Lu Yin
- Department of Rehabilitation, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yinqin Hu
- Department of Neurology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhizhen Shi
- Department of Neurology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Qiaoyan Zhu
- Department of Neurology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Qian Xiao
- Department of Neurology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Guoyi Li
- Department of Neurology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jiwei Cheng
- Department of Neurology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yangbo Hou
- Department of Neurology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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20
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Uzuner N, Uzuner GT. Risk factors for multiple recurrent ischemic strokes. Brain Circ 2023; 9:21-24. [PMID: 37151788 PMCID: PMC10158663 DOI: 10.4103/bc.bc_73_22] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 12/13/2022] [Accepted: 12/22/2022] [Indexed: 05/09/2023] Open
Abstract
BACKGROUND Cardiovascular diseases, hypertension, diabetes mellitus, dyslipidemia, and atrial fibrillation are the most common modifiable risk factors for recurrent ischemic stroke. In this study, we aimed to find the risk factors associated with more than two recurrent ischemic strokes after the first-ever stroke. METHODS We collected the ischemic stroke patients in our stroke registry data bank, and the eligible patients were followed for recurrent ischemic stroke after 2008. Our study consisted of 927 patients who were followed up for 9 years after the first-ever stroke. RESULTS We found that 185 (20%) patients had a recurrent ischemic stroke, and another 32 (3.5%) patients had more than one recurrence after the first-ever ischemic stroke. The mean time for the first stroke recurrence was 1 year, and the mean time for the multiple stroke recurrences was 3 years. Significant risk factors for multiple recurrences were congestive heart disease (P < 0.015) and diabetes mellitus (P < 0.006). CONCLUSIONS We concluded that even with the appropriate treatments, patients with congestive heart disease and diabetes mellitus have a higher rate of multiple recurrences for ischemic stroke after the first-ever ischemic stroke, indicating that more attention should be paid to this issue.
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Affiliation(s)
- Nevzat Uzuner
- Department of Neurology, Eskisehir Osmangazi University, Turkey
- Address for correspondence: Prof. Nevzat Uzuner, Department of Neurology, Eskisehir Osmangazi University, Eskisehir, Turkey. E-mail:
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Elhefnawy ME, Sheikh Ghadzi SM, Albitar O, Tangiisuran B, Zainal H, Looi I, Sidek NN, Aziz ZA, Harun SN. Predictive model of recurrent ischemic stroke: model development from real-world data. Front Neurol 2023; 14:1118711. [PMID: 37188311 PMCID: PMC10176964 DOI: 10.3389/fneur.2023.1118711] [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: 12/07/2022] [Accepted: 03/13/2023] [Indexed: 05/17/2023] Open
Abstract
Background There are established correlations between risk factors and ischemic stroke (IS) recurrence; however, does the hazard of recurrent IS change over time? What is the predicted baseline hazard of recurrent IS if there is no influence of variable predictors? This study aimed to quantify the hazard of recurrent IS when the variable predictors were set to zero and quantify the secondary prevention influence on the hazard of recurrent ischemic stroke. Methods In the population cohort involved in this study, data were extracted from 7,697 patients with a history of first IS attack registered with the National Neurology Registry of Malaysia from 2009 to 2016. A time-to-recurrent IS model was developed using NONMEM version 7.5. Three baseline hazard models were fitted into the data. The best model was selected using maximum likelihood estimation, clinical plausibility, and visual predictive checks. Results Within the maximum 7.37 years of follow-up, 333 (4.32%) patients had at least one incident of recurrent IS. The data were well described by the Gompertz hazard model. Within the first 6 months after the index IS, the hazard of recurrent IS was predicted to be 0.238, and 6 months after the index attack, it reduced to 0.001. The presence of typical risk factors such as hyperlipidemia [HR, 2.22 (95%CI: 1.81-2.72)], hypertension [HR, 2.03 (95%CI: 1.52-2.71)], and ischemic heart disease [HR, 2.10 (95%CI: 1.64-2.69)] accelerated the hazard of recurrent IS, but receiving antiplatelets (APLTs) upon stroke decreased this hazard [HR, 0.59 (95%CI: 0.79-0.44)]. Conclusion The hazard of recurrent IS magnitude differs during different time intervals based on the concomitant risk factors and secondary prevention.
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Affiliation(s)
| | | | - Orwa Albitar
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | | | - Hadzliana Zainal
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | - Irene Looi
- Clinical Research Center, Hospital Seberang Jaya, Penang, Malaysia
| | | | - Zariah Abdul Aziz
- Clinical Research Centre, Hospital Sultanah Nur Zahirah, Terengganu, Malaysia
| | - Sabariah Noor Harun
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
- *Correspondence: Sabariah Noor Harun
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22
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Cheng Y, Wang Q, Niu G, Luo C. Correlation of Atherosclerotic Dyslipidemia with Long-Term Stroke Recurrence in Patients Undergoing Intravenous Thrombolysis for Acute Ischemic Stroke. Int J Gen Med 2023; 16:1621-1629. [PMID: 37159580 PMCID: PMC10163887 DOI: 10.2147/ijgm.s407971] [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: 02/28/2023] [Accepted: 04/21/2023] [Indexed: 05/11/2023] Open
Abstract
Background Atherosclerotic dyslipidemia (AD) is associated with an increased risk of cardiovascular diseases and stroke events, but the effect of AD among acute ischemic stroke (AIS) patients undergoing intravenous thrombolysis is unclear. This study aimed to investigate the relationship between AD and long-term stroke recurrence in AIS patients undergoing intravenous thrombolysis. Methods This prospective cohort study included 499 AIS patients treated with intravenous thrombolysis. Stroke subtype was classified according to the Trial of ORG 10172 in Acute Stroke Treatment (TOAST) criteria, patients' clinical characteristics, and results from multiple diagnostic tests. The primary endpoint event was ischemic stroke recurrence; the time to first AIS recurrence was estimated using Kaplan‒Meier analysis and compared using the two-sided Log rank test. Cox univariate and multivariate regression analyses were used to assess the association between AD and long-term stroke recurrence. Results Of the 499 patients with AIS treated with rt-PA intravenous thrombolysis, 80 (16.0%) had AD, and 60 (12.0%) had a stroke recurrence event. Kaplan‒Meier analysis showed that the stroke recurrence rate was significantly higher in patients with AD than in those without AD (p = 0.035, log rank test) and in the large-artery disease (LAD) subtype (p = 0.006, log rank test). Multivariate Cox regression analysis showed that AD (HR = 2.363, 95% CI: 1.294-4.314, P = 0.005) and atrial fibrillation (HR = 2.325, 95% CI: 1.007-5.366, P = 0.048) were associated with an increased risk of long-term stroke recurrence in AIS patients who underwent intravenous thrombolysis. Furthermore, AD was associated with an increased risk of stroke recurrence in patients undergoing intravenous thrombolysis in the LAD subtype (HR = 3.122, 95% CI: 1.304-7.437, P = 0.011). Conclusion We found that AD increases the risk of long-term stroke recurrence in AIS patients undergoing intravenous thrombolysis. This association may be stronger in the LAD subtype.
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Affiliation(s)
- Yuan Cheng
- Medical School, Fuyang Normal University, Fuyang, Anhui, People’s Republic of China
| | - Qingqing Wang
- Department of Neurology, The Affiliated Fuyang People’s Hospital of Anhui Medical University, Fuyang, Anhui, People’s Republic of China
| | - Guihong Niu
- Medical School, Fuyang Normal University, Fuyang, Anhui, People’s Republic of China
- Correspondence: Guihong Niu, Medical School, Fuyang Normal University, Fuyang, Anhui, 236300, People’s Republic of China, Email
| | - Chun Luo
- Department of Pediatric Surgery, Fuyang Women and Children’s Hospital, Fuyang, People’s Republic of China
- Chun Luo, Department of Pediatric Surgery, Fuyang Women and Children’s Hospital, Fuyang, Anhui, 236300, People’s Republic of China, Email
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Chau JPC, Lo SHS, Butt L, Liang S. Post-Stroke Experiences and Rehabilitation Needs of Community-Dwelling Chinese Stroke Survivors: A Qualitative Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16345. [PMID: 36498415 PMCID: PMC9741278 DOI: 10.3390/ijerph192316345] [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: 10/13/2022] [Revised: 11/25/2022] [Accepted: 12/05/2022] [Indexed: 06/17/2023]
Abstract
Stroke survivors encounter significant limitations in daily life activities and face increased risk of health complications such as stroke recurrence. Considering the escalating demand for personalised community rehabilitation services, this qualitative study was conducted to understand the current recovery experiences, needs, and expectations of community-dwelling stroke survivors. Fifty stroke survivors were recruited from two tertiary teaching hospitals and community centres in two provinces in mainland China. Semi-structured interviews were carried out, and participants were asked to describe their experiences of stroke, current lifestyles, exercise habits, and rehabilitation needs and expectations. Resulting data were thematically analysed. The majority of participants were first-time stroke survivors (80%) and lived with their family or caregivers (92%). Four main themes and twelve sub-themes emerged from the data: (1) shifts in social life, (2) shaken sense of self and perceived helplessness, (3) complex rehabilitation needs, and (4) perceptions and patterns of physical activity. Findings suggest that though survivors recognised their need for further rehabilitation, their demands remained unmet due to a combination of personal and external factors such as limited mobility and the absence of supportive companions and accessible facilities. The enhancement and diversification of home rehabilitation strategies are therefore necessary to make community rehabilitation more accessible and equitable.
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Affiliation(s)
| | - Suzanne Hoi Shan Lo
- Faculty of Medicine, Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong, China
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Development and Internal Validation of a Model Predicting the Risk of Recurrent Stroke for Middle-Aged and Elderly Patients: A Retrospective Cohort Study. World Neurosurg 2022; 168:e418-e431. [DOI: 10.1016/j.wneu.2022.10.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 10/12/2022] [Accepted: 10/13/2022] [Indexed: 11/06/2022]
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25
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Wang L, Li H, Hao J, Liu C, Wang J, Feng J, Guo Z, Zheng Y, Zhang Y, Li H, Zhang L, Hou H. Thirty-six months recurrence after acute ischemic stroke among patients with comorbid type 2 diabetes: A nested case-control study. Front Aging Neurosci 2022; 14:999568. [PMID: 36248006 PMCID: PMC9562049 DOI: 10.3389/fnagi.2022.999568] [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: 07/21/2022] [Accepted: 09/09/2022] [Indexed: 12/08/2022] Open
Abstract
BACKGROUND Stroke patients have to face a high risk of recurrence, especially for those with comorbid T2DM, which usually lead to much more serious neurologic damage and an increased likelihood of death. This study aimed to explore determinants of stroke relapse among patients with comorbid T2DM. MATERIALS AND METHODS We conducted this case-control study nested a prospective cohort of ischemic stroke (IS) with comorbid T2DM. During 36-month follow-up, the second stroke occurred in 84 diabetic IS patients who were allocated into the case group, while 613 patients without recurrence were the controls. We collected the demographic data, behaviors and habits, therapies, and family history at baseline, and measured the variables during follow-up. LASSO and Logistic regression analyses were carried out to develop a prediction model of stroke recurrence. The receiver operator characteristic (ROC) curve was employed to evaluate the performance of the prediction model. RESULTS Compared to participants without recurrence, the higher levels of pulse rate (78.29 ± 12.79 vs. 74.88 ± 10.93) and hypertension (72.6 vs. 61.2%) were recorded at baseline. Moreover, a lower level of physical activity (77.4 vs. 90.4%), as well as a higher proportion of hypoglycemic therapy (36.9 vs. 23.3%) was also observed during 36-month follow-up. Multivariate logistic regression revealed that higher pulse rate at admission (OR = 1.027, 95 %CI = 1.005-1.049), lacking physical activity (OR = 2.838, 95% CI = 1.418-5.620) and not receiving hypoglycemic therapy (OR = 1.697, 95% CI = 1.013-2.843) during follow-up increased the risk of stroke recurrence. We developed a prediction model using baseline pulse rate, hypoglycemic therapy, and physical activity, which produced an area under ROC curve (AUC) of 0.689. CONCLUSION Physical activity and hypoglycemic therapy play a protective role for IS patients with comorbid diabetes. In addition to targeted therapeutics, the improvement of daily-life habit contributes to slowing the progress of the IS.
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Affiliation(s)
- Lu Wang
- School of Public Health, Shandong First Medical University and Shandong Academy of Medical Sciences, Taian, China
| | - Hongyun Li
- School of Public Health, Shandong First Medical University and Shandong Academy of Medical Sciences, Taian, China
| | - Jiheng Hao
- Department of Neurosurgery, Liaocheng People’s Hospital, Liaocheng, China
| | - Chao Liu
- Department of Neurosurgery, Liaocheng People’s Hospital, Liaocheng, China
| | - Jiyue Wang
- Department of Neurosurgery, Liaocheng People’s Hospital, Liaocheng, China
| | - Jingjun Feng
- Department of Neurosurgery, Liaocheng People’s Hospital, Liaocheng, China
| | - Zheng Guo
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Yulu Zheng
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Yanbo Zhang
- The Second Affiliated Hospital of Shandong First Medical University, Taian, China
| | - Hongxiang Li
- The Second Affiliated Hospital of Shandong First Medical University, Taian, China
| | - Liyong Zhang
- Department of Neurosurgery, Liaocheng People’s Hospital, Liaocheng, China
| | - Haifeng Hou
- School of Public Health, Shandong First Medical University and Shandong Academy of Medical Sciences, Taian, China
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
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Tsao CW, Aday AW, Almarzooq ZI, Alonso A, Beaton AZ, Bittencourt MS, Boehme AK, Buxton AE, Carson AP, Commodore-Mensah Y, Elkind MSV, Evenson KR, Eze-Nliam C, Ferguson JF, Generoso G, Ho JE, Kalani R, Khan SS, Kissela BM, Knutson KL, Levine DA, Lewis TT, Liu J, Loop MS, Ma J, Mussolino ME, Navaneethan SD, Perak AM, Poudel R, Rezk-Hanna M, Roth GA, Schroeder EB, Shah SH, Thacker EL, VanWagner LB, Virani SS, Voecks JH, Wang NY, Yaffe K, Martin SS. Heart Disease and Stroke Statistics-2022 Update: A Report From the American Heart Association. Circulation 2022; 145:e153-e639. [PMID: 35078371 DOI: 10.1161/cir.0000000000001052] [Citation(s) in RCA: 3089] [Impact Index Per Article: 1029.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND The American Heart Association, in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, diet, and weight) and health factors (cholesterol, blood pressure, and glucose control) that contribute to cardiovascular health. The Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, congenital heart disease, rhythm disorders, subclinical atherosclerosis, coronary heart disease, heart failure, valvular disease, venous disease, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The American Heart Association, through its Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States to provide the most current information available in the annual Statistical Update. The 2022 Statistical Update is the product of a full year's worth of effort by dedicated volunteer clinicians and scientists, committed government professionals, and American Heart Association staff members. This year's edition includes data on the monitoring and benefits of cardiovascular health in the population and an enhanced focus on social determinants of health, adverse pregnancy outcomes, vascular contributions to brain health, and the global burden of cardiovascular disease and healthy life expectancy. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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Bicciato G, Arnold M, Gebhardt A, Katan M. Precision medicine in secondary prevention of ischemic stroke: how may blood-based biomarkers help in clinical routine? An expert opinion. Curr Opin Neurol 2022; 35:45-54. [PMID: 34839341 DOI: 10.1097/wco.0000000000001011] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW One in eight patients unfortunately suffers a new stroke within 5 years of their first stroke, even today. Research in precision medicine could lead to a more individualized treatment allocation, possibly achieving lower recurrence rates of ischemic stroke. In this narrative review, we aim to discuss potential clinical implementation of several promising candidate blood biomarkers. RECENT FINDINGS We discuss specifically some promising blood-based biomarkers, which may improve the identification of underlying causes as well as risk stratification of patients according to their specific cerebrovascular risk factor pattern. SUMMARY Multimodal profiling of ischemic stroke patients by means of blood biomarkers, in addition to established clinical and neuroradiological data, may allow in the future a refinement of decision algorithms for treatment allocation in secondary ischemic stroke prevention.
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Affiliation(s)
- Giulio Bicciato
- Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland
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28
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Del Brutto VJ, Rundek T, Sacco RL. Prognosis After Stroke. Stroke 2022. [DOI: 10.1016/b978-0-323-69424-7.00017-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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29
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M'barek L, Sakka S, Megdiche F, Farhat N, Maalla K, Turki D, Feki S, Rebai A, Dammak M, Kallel C, Mhiri C. Traditional risk factors and combined genetic markers of recurrent ischemic stroke in adults: Reply to comment from Wilson et al. J Thromb Haemost 2022; 20:264-267. [PMID: 34954884 DOI: 10.1111/jth.15571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 10/19/2021] [Accepted: 10/20/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Lamia M'barek
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR- 12- SP- 19), University of Sfax, Sfax, Tunisia
- Clinical Investigation Center (CIC), Habib Bourguiba University Hospital, Sfax, Tunisia
| | - Salma Sakka
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR- 12- SP- 19), University of Sfax, Sfax, Tunisia
| | - Fatma Megdiche
- Laboratory of Hematology, Habib Bourguiba University Hospital, Sfax, Tunisia
- Faculty of Pharmacy, University of Monastir, Monastir, Tunisia
| | - Nouha Farhat
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR- 12- SP- 19), University of Sfax, Sfax, Tunisia
| | - Khadija Maalla
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR- 12- SP- 19), University of Sfax, Sfax, Tunisia
| | - Dhaker Turki
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR- 12- SP- 19), University of Sfax, Sfax, Tunisia
| | - Sawsan Feki
- Autoimmunity, Cancer and Immunogenetics Research Laboratory (LR18SP12), Immunology Department, Habib Bourguiba Hospital, University of Sfax, Sfax, Tunisia
| | - Ahmed Rebai
- Molecular and Cellular Screening Process Laboratory, Centre of Biotechnology of Sfax, Sfax, Tunisia
| | - Mariem Dammak
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR- 12- SP- 19), University of Sfax, Sfax, Tunisia
| | - Choumous Kallel
- Laboratory of Hematology, Habib Bourguiba University Hospital, Sfax, Tunisia
- Faculty of Pharmacy, University of Monastir, Monastir, Tunisia
| | - Chokri Mhiri
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR- 12- SP- 19), University of Sfax, Sfax, Tunisia
- Clinical Investigation Center (CIC), Habib Bourguiba University Hospital, Sfax, Tunisia
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30
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O'Connor SR, Kee F, Thompson DR, Cupples ME, Donnelly M, Heron N. A review of the quality and content of mobile apps to support lifestyle modifications following a transient ischaemic attack or 'minor' stroke. Digit Health 2021; 7:20552076211065271. [PMID: 34950500 PMCID: PMC8689637 DOI: 10.1177/20552076211065271] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 11/19/2021] [Indexed: 12/27/2022] Open
Abstract
Objective Secondary prevention is recommended to reduce cardiovascular risk after transient ischaemic attack (TIA) or ‘minor’ stroke. Mobile health interventions can provide accessible, cost-effective approaches to address modifiable risk factors, such as physical inactivity, hypertension and being overweight. The objective of this study was to evaluate the quality of apps for supporting lifestyle change following a TIA or ‘minor’ stroke. Methods Systematic searches of Google Play and the Apple Store were carried out to identify mobile apps released between 1 November 2019 and 1 October 2021. Keywords were used including stroke, TIA, lifestyle, prevention and recovery. Quality was assessed using the Mobile Application Rating Scale (MARS). Common components were identified with the Behaviour Change Technique (BCT) Taxonomy. Descriptive statistics were used to summarize the performance results for each app. Results Searches identified 2545 potential apps. Thirty remained after removing duplicates and screening titles and descriptions. Six were eligible after full review of their content. All apps included at least one BCT (range: 1–16 BCTs). The most frequent BCTs included ‘information about health consequences’ (n = 5/6), ‘verbal or visual communication from a credible source’ (n = 4/6) and ‘action planning’ (n = 4/6). The mean MARS score was 2.57/5 (SD: 0.51; range: 1.78–3.36). No apps were of ‘good’ overall quality (scoring more than 4/5). Conclusions This is the first review of mobile health interventions for this population. Only a small number of apps were available. None were targeted specifically at people with a TIA or ‘minor’ stroke. Overall quality was low. Further work is needed to develop and test accessible, user designed, and evidence-informed digital interventions in this population.
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Affiliation(s)
- Seán R O'Connor
- School of Psychology, Queen's University Belfast, Belfast, UK
| | - Frank Kee
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - David R Thompson
- School of Nursing and Midwifery, Queen's University Belfast, Belfast, UK
| | | | - Michael Donnelly
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Neil Heron
- Centre for Public Health, Queen's University Belfast, Belfast, UK.,School of Primary, Community and Social Care, Keele University, Staffordshire, UK
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Lin B, Zhang Z, Thrift AG, Wang W, Mei Y, Guo Y, Liu L, Liu F, Xue L. Qualitative study of Stroke Survivors' Perceptions of Secondary Prevention. J Adv Nurs 2021; 78:1377-1388. [PMID: 34636437 DOI: 10.1111/jan.15079] [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: 04/08/2021] [Revised: 09/05/2021] [Accepted: 09/26/2021] [Indexed: 11/28/2022]
Abstract
AIMS To understand how survivors of stroke perceive secondary prevention and explore their perceived barriers and facilitators using the Theoretical Domains Framework. DESIGN A qualitative descriptive study. METHODS Nineteen survivors of stroke from three hospitals were recruited and interviewed from April 2019 to April 2020. The data were analysed deductively and inductively by content analysis strategies. RESULTS Three main themes of perception of secondary prevention were identified, these being active treatment-seeking, attention to taking medications and negative attitude towards lifestyle changes. Using deductive analysis, eight domains of the Theoretical Domains Framework were reported to be relevant in the secondary prevention behaviour of survivors of stroke that mapped to five 'barrier' domains (i.e. knowledge, physical skills, beliefs about capability, beliefs about consequences and optimism) as well as six 'facilitator' domains (i.e. knowledge, interpersonal skills, beliefs about capability, intention, emotion and social influences). Using inductive analysis we identified two additional important factors not falling in the domains of the Theoretical Domains Framework. These comprised female spouses' support and patients' economic autonomy, both of which could be classified as a facilitator or barrier. CONCLUSION Survivors of stroke perceive seeking treatment and using preventive medication as more important than modifying lifestyle behaviours. Knowledge and insight into the barriers and facilitators of secondary prevention in this specific context provides a theoretical and practical basis for the design of future secondary prevention interventions. IMPACT Stroke survivors' perceptions of secondary prevention, barriers and facilitators were explored in the context of a developing country. These findings highlight the need to better communicate the importance of improving lifestyle modification and medication adherence, and provide evidence for designing relevant interventions for stroke management in the community.
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Affiliation(s)
- Beilei Lin
- Nursing and Health School, Zhengzhou University, Zhengzhou, Henan, PR China.,Academy of Medical Sciences, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Zhenxiang Zhang
- Nursing and Health School, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Amanda G Thrift
- Stroke and Aging Research, Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Wenna Wang
- Nursing and Health School, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Yongxia Mei
- Nursing and Health School, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Yunfei Guo
- Nursing and Health School, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Lamei Liu
- Nursing and Health School, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Fang Liu
- The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, PR China
| | - Lihong Xue
- The Huaxian People's Hospital, Anyang, Henan, PR China
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M'barek L, Sakka S, Megdiche F, Farhat N, Maalla K, Turki D, Feki S, Rebai A, Dammak M, Kallel C, Mhiri C. Traditional risk factors and combined genetic markers of recurrent ischemic stroke in adults. J Thromb Haemost 2021; 19:2596-2604. [PMID: 34241942 DOI: 10.1111/jth.15448] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 07/06/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND The involvement of traditional risk factors and combined genetic markers of recurrent arterial ischemic stroke (AIS) in adults remains unclear. OBJECTIVE This study aims to determine significant clinical and genetic factors of AIS recurrence, and to investigate the combined effect of genotypes on the occurrence of a second cerebral ischemic attack. METHODS We investigated a cohort study of AIS patients (18-50 years old) followed in the neurology department over 5 years. Traditional and genetic risk factors were carried through a multivariable logistic regression model. We used a Cox proportional hazard model for identifying predictors of recurrence. RESULTS Two hundred and seventy patients were enrolled in our study. The risk of AIS recurrence was 36.2% within 5 years. The potential risk of recurrence of AIS increased with traditional and genetic risk factors such as hypertension, diabetes mellitus, heart failure, and family history of cerebrovascular diseases. This risk increased with increasing number of genetic factors. The hazard ratio (HR) was 0.66 (95% confidence interval [CI] 0.97-2.67) for the subject with one genetic factor, 1.61 (95% CI 0.97-2.25) for combined methylenetetrahydrofolate reductase (MTHFR) polymorphisms, and 2.57 (95% CI 1.32-4.99) for combined factor V Leiden (FVL) and MTHFR polymorphisms (677 or 1298). The HR for the three polymorphisms combined was 6.04 (95% CI 2.40-15.16). CONCLUSIONS Our findings suggest that cumulative effect of both traditional and common genetic risk factors was associated with recurrence of ischemic stroke. We demonstrated for the first time that a combined genotype FVL/MTHFR profile increase the risk of a second cerebral ischemic attack.
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Affiliation(s)
- Lamia M'barek
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, Sfax, Tunisia
- Clinical Investigation Center (CIC), Habib Bourguiba University Hospital, Sfax, Tunisia
| | - Salma Sakka
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, Sfax, Tunisia
| | - Fatma Megdiche
- Laboratory of Hematology, Habib Bourguiba University Hospital, Sfax, Tunisia
- Faculty of Pharmacy, University of Monastir, Monastir, Tunisia
| | - Nouha Farhat
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, Sfax, Tunisia
| | - Khadija Maalla
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, Sfax, Tunisia
| | - Dhaker Turki
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, Sfax, Tunisia
| | - Sawsan Feki
- Autoimmunity, Cancer and Immunogenetics" Research Laboratory (LR18SP12), Immunology Department, Habib Bourguiba Hospital, University of Sfax, Sfax, Tunisia
| | - Ahmed Rebai
- Molecular and Cellular Screening Process Laboratory, Centre of Biotechnology of Sfax, Sfax, Tunisia
| | - Mariem Dammak
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, Sfax, Tunisia
| | - Choumous Kallel
- Laboratory of Hematology, Habib Bourguiba University Hospital, Sfax, Tunisia
- Faculty of Pharmacy, University of Monastir, Monastir, Tunisia
| | - Chokri Mhiri
- Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, Sfax, Tunisia
- Clinical Investigation Center (CIC), Habib Bourguiba University Hospital, Sfax, Tunisia
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Li F, Du X, He L, Jiang C, Xia S, Ma C, Dong J. Relationship between serum lipid levels and ischemic stroke in patients with atrial fibrillation: a nested case-control study based on the China Atrial Fibrillation Registry. BMC Cardiovasc Disord 2021; 21:424. [PMID: 34496759 PMCID: PMC8425053 DOI: 10.1186/s12872-021-02237-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 08/31/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Atrial fibrillation (AF) is an important risk factor for acute ischemic stroke. METHODS A nested case-control study was conducted among patients diagnosed with AF, whose information was acquired from the prospective China Atrial Fibrillation Registry (China-AF), from August 2011 to December 2018. RESULTS This study compared patients with stroke group (n = 145) with a matched control group (n = 577). Demographic data were similar except for body mass index (BMI), diastolic blood pressure (DBP) which were higher, and new oral anticoagulant (NOAC) treatment rate which was lower in the stroke group (all P < 0.05). Baseline median [IQR] levels of including triglyceride (TG) were higher in the stroke group (21.96 [16.74, 21.52], mg/dL) than the control group (19.62 [14.76, 27.36], mg/dL) (P = 0.012), while the total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C) and high-density lipoprotein cholesterol (HDL-C) were similar between the two groups. Elevated TG and HDL-C were positively associated with ischemic stroke (OR 1.01, 95% CI 1.00-1.02, P = 0.032; OR 1.03, 95% CI 1.00-1.05, P = 0.025), after adjustment for BMI, systolic blood pressure, DBP, CHA2DS2-VASc score, HAS-BLED score, NOAC, LDL-C and HDL-C. However, NOAC (OR 0.20, 95% CI 0.05-0.84, P = 0.029) could decrease the likelihood of ischemic stroke in patients with AF. In subgroup analysis, higher TG level remained significantly associated with ischemic stroke for AF patients without a history of smoking (OR 1.26, 95% CI 1.02-1.55, P = 0.028). CONCLUSION Higher level of TG and HDL-C were positively associated with ischemic stroke in patients with AF.
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Affiliation(s)
- Fei Li
- Department of Cardiology, Beijing Anzhen Hospital, National Clinical Research Center for Cardiovascular Diseases, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, China
| | - Xin Du
- Department of Cardiology, Beijing Anzhen Hospital, National Clinical Research Center for Cardiovascular Diseases, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, China
| | - Liu He
- Department of Cardiology, Beijing Anzhen Hospital, National Clinical Research Center for Cardiovascular Diseases, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, China
| | - Chao Jiang
- Department of Cardiology, Beijing Anzhen Hospital, National Clinical Research Center for Cardiovascular Diseases, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, China
| | - Shijun Xia
- Department of Cardiology, Beijing Anzhen Hospital, National Clinical Research Center for Cardiovascular Diseases, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, China
| | - Changsheng Ma
- Department of Cardiology, Beijing Anzhen Hospital, National Clinical Research Center for Cardiovascular Diseases, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, China
| | - Jianzeng Dong
- Department of Cardiology, Beijing Anzhen Hospital, National Clinical Research Center for Cardiovascular Diseases, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, China.
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Shahjouei S, Sadighi A, Chaudhary D, Li J, Abedi V, Holland N, Phipps M, Zand R. A 5-Decade Analysis of Incidence Trends of Ischemic Stroke After Transient Ischemic Attack: A Systematic Review and Meta-analysis. JAMA Neurol 2021; 78:77-87. [PMID: 33044505 DOI: 10.1001/jamaneurol.2020.3627] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Importance Management of transient ischemic attack (TIA) has gained significant attention during the past 25 years after several landmark studies indicated the high incidence of a subsequent stroke. Objective To calculate the pooled event rate of subsequent ischemic stroke within 2, 7, 30, and 90 days of a TIA and compare this incidence among the population with TIA recruited before 1999 (group A), from 1999 to 2007 (group B), and after 2007 (group C). Data Sources All published studies of TIA outcomes were obtained by searching PubMed from 1996, to the last update on January 31, 2020, irrespective of the study design, document type, or language. Study Selection Of 11 516 identified citations, 175 articles were relevant to this review. Both the classic time-based definition of TIA and the new tissue-based definition were accepted. Studies with a combined record of patients with TIA and ischemic stroke, without clinical evaluation for the index TIA, with diagnosis of index TIA event after ischemic stroke occurrence, with low suspicion for TIA, or duplicate reports of the same database were excluded. Data Extraction and Synthesis The study was conducted and reported according to the PRISMA, MOOSE, and EQUATOR guidelines. Critical appraisal and methodological quality assessment used the Quality in Prognosis Studies tool. Publication bias was visualized by funnel plots and measured by the Begg-Mazumdar rank correlation Kendall τ2 statistic and Egger bias test. Data were pooled using double arcsine transformations, DerSimonian-Laird estimator, and random-effects models. Main Outcomes and Measures The proportion of the early ischemic stroke after TIA within 4 evaluation intervals (2, 7, 30, and 90 days) was considered as effect size. Results Systematic review yielded 68 unique studies with 223 866 unique patients from 1971 to 2019. The meta-analysis included 206 455 patients (58% women) during a span of 4 decades. The overall subsequent ischemic stroke incidence rates were estimated as 2.4% (95% CI, 1.8%-3.2%) within 2 days, 3.8% (95% CI, 2.5%-5.4%) within 7 days, 4.1% (95% CI, 2.4%-6.3%) within 30 days, and 4.7% (95% CI, 3.3%-6.4%) within 90 days. There was a recurrence risk of 3.4% among group A in comparison with 2.1% in group B or 2.1% in group C within 2 days; 5.5% in group A vs 2.9% in group B or 3.2% in group C within 7 days; 6.3% in group A vs 2.9% in group B or 3.4% in group C within 30 days, and 7.4% in group A vs 3.9% in group B or 3.9% in group C within 90 days. Conclusions and Relevance These findings suggest that TIA continues to be associated with a high risk of early stroke; however, the rate of post-TIA stroke might have decreased slightly during the past 2 decades.
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Affiliation(s)
- Shima Shahjouei
- Department of Neurology, Geisinger Neuroscience Institute, Geisinger Health System, Danville, Pennsylvania
| | - Alireza Sadighi
- Department of Neurology, Geisinger Neuroscience Institute, Geisinger Health System, Danville, Pennsylvania
| | - Durgesh Chaudhary
- Department of Neurology, Geisinger Neuroscience Institute, Geisinger Health System, Danville, Pennsylvania
| | - Jiang Li
- Department of Molecular and Functional Genomics, Geisinger Health System, Danville, Pennsylvania
| | - Vida Abedi
- Department of Molecular and Functional Genomics, Geisinger Health System, Danville, Pennsylvania.,Biocomplexity Institute, Virginia Tech, Blacksburg, Virginia
| | - Neil Holland
- Department of Neurology, Geisinger Neuroscience Institute, Geisinger Health System, Danville, Pennsylvania
| | - Michael Phipps
- Department of Neurology, University of Maryland, Baltimore
| | - Ramin Zand
- Department of Neurology, Geisinger Neuroscience Institute, Geisinger Health System, Danville, Pennsylvania
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Recurrent Ischemic and Hemorrhagic Stroke in Cameroon: A Case-Control Study. Neurol Res Int 2021; 2021:9948990. [PMID: 34221504 PMCID: PMC8221891 DOI: 10.1155/2021/9948990] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 05/22/2021] [Accepted: 06/09/2021] [Indexed: 12/03/2022] Open
Abstract
Introduction Stroke recurrence accounts for a great percentage of catastrophic complications, yet no comprehensive study has analyzed the factors associated with stroke recurrence in Cameroon. We carried out this case-control study to better understand the factors associated with the stroke recurrence in Cameroon. Methods We collected sociodemographic, clinical, neuroimaging, laboratory, and therapeutic data of eligible patients who consulted the neurology and cardiology department of the Yaounde Central Hospital in Cameroon. We included all patients at least five years removed from their first stroke event who consulted the authors' institution as of January 15, 2019. Wilcoxon signed-rank and Fisher's exact tests were used. Also, a Cox regression model was used to identify confounders. Results We recruited 100 patients; seven out of ten patients had hypertension, while six out of 10 had a sedentary lifestyle. Half of the patients consumed alcohol regularly, while one patient out of five had diabetes. Most patients presented with their first stroke event, and a quarter had a stroke recurrence. Stroke recurrence was associated with right handedness (OR = 0.23, 95% CI = 0.16–0.33), congestive heart failure (OR = 3.45, 95% CI = 1.16–10.28), gout (OR = 4.34, 95% CI = 1.09–18.09), dysarthria (OR = 4.34, 95% CI = 1.30–14.54), and facial palsy (OR = 3.96, 95% CII = 1.49 – 10.51), as well as modifiable factors such as elevated abdominal circumference (P < 0.01), systolic blood pressure (P < 0.01), blood glucose level (PI <I 0.01), LDL cholesterol (P < 0.01), and triglyceride levels (P < 0.01). The mulitvariable regression model only identified laterality (B = –1.48, P = 0.04) as a statistically significant explanatory varibale for stroke recurrence. Conclusion We mapped the landscape of recurrent strokes in Cameroon. There is a need to evaluate the causes of suboptimal drug adherence rates and both the role and adherence to nonpharmacologic interventions.
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Goldberg EB, Meier EL, Sheppard SM, Breining BL, Hillis AE. Stroke Recurrence and Its Relationship With Language Abilities. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2021; 64:2022-2037. [PMID: 34043446 PMCID: PMC8740764 DOI: 10.1044/2021_jslhr-20-00347] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 11/23/2020] [Accepted: 02/20/2021] [Indexed: 06/12/2023]
Abstract
Purpose Many factors influence poststroke language recovery, yet little is known about the influence of previous stroke(s) on language after left hemisphere stroke. In this prospective longitudinal study, we investigated the role of prior stroke on language abilities following an acute left hemisphere ischemic stroke, while controlling for demographic and stroke-related factors, and examined if earlier stroke impacted language recovery at a chronic time point. Method Participants (n = 122) with acute left hemisphere ischemic stroke completed language evaluation and clinical neuroimaging. They were divided into two groups: single stroke (SS; n = 79) or recurrent stroke (RS; n = 43). A subset of participants (n = 31) completed chronic-stage re-evaluation. Factors studied included age, education, diabetes and hypertension diagnoses, lesion volume and broad location, group status, aphasia prevalence, and language scores. Results Groups did not differ in language performance across time points. The only significant group differences were that participants with RS were older, had smaller acute lesions, and were less educated. Stroke group membership (SS vs. RS) was not associated with language performance at either time point. In patients with prior stroke, large acute lesion volumes were associated with acute language performance, whereas both large acute and chronic volumes influenced recovery. Conclusions History of prior stroke in itself may not significantly influence language impairment after an additional acute left hemisphere stroke, unless it contributes substantially to the total volume of infarcted brain tissue. Chronic and acute lesion volumes should be accounted for in studies investigating poststroke language performance and recovery. Supplemental Material https://doi.org/10.23641/asha.14669715.
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Affiliation(s)
- Emily B. Goldberg
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Erin L. Meier
- Department of Communication Sciences and Disorders, Bouvé College of Health Sciences, Northeastern University, Boston, MA
| | - Shannon M. Sheppard
- Department of Communication Sciences and Disorders, Crean College of Health and Behavioral Sciences, Chapman University, Irvine, CA
| | - Bonnie L. Breining
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Argye E. Hillis
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD
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Elhefnawy ME, Sheikh Ghadzi SM, Tangiisuran B, Zainal H, Looi I, Ibrahim KA, Sidek NN, Loo KW, Yee Lee K, Abdul Aziz Z, Harun SN. Population-based Study Comparing Predictors of Ischemic Stroke Recurrence After Index Ischemic Stroke in Non-elderly Adults with or without Diabetes. Int J Gen Med 2021; 14:1205-1212. [PMID: 33854362 PMCID: PMC8039196 DOI: 10.2147/ijgm.s303641] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 03/08/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND AND PURPOSE Factors associated with ischemic stroke (IS) recurrence and the contribution of pharmacological treatment as secondary preventions among nondiabetics especially in the non-elderly population are unclear and not widely investigated. This was a population-based study that aimed to identify recurrent IS predictors and to determine the possible impact of secondary preventive medications on the IS recurrence in non-elderly adults with or without diabetes. METHODS Data of 3386 patients <60 years old who had a history of index IS were extracted from the Malaysian National Neurology Registry (NNEUR) from 2009 to 2016. Recurrent IS was defined as any IS event recorded after the index IS in the NNEUR database. Multivariate logistic regression analysis was performed by using SPSS version 22. RESULTS Ischemic heart disease (IHD) was the significant predictor of IS recurrence in non-elderly adults both with or without diabetes (adjusted odds ratio (AOR) of 3.210; 95%CI: 1.909-5.398 and 2.989; 95%CI: 1.515-5.894) respectively). Receiving antiplatelet as secondary stroke prevention (AOR: 0.194; 95%CI: 0.046-0.817) and continuation of antidiabetic medication after the index IS event (AOR: 0.510; 95%CI: 0.298-0.872) reduced the odds of IS recurrence only in non-elderly diabetic adults. Among non-elderly adults without diabetes, hyperlipidemia and every increased in 1 mmHg of systolic blood pressure significantly increased the odds of IS recurrence following the indexing event (AOR: 1.796; 95%CI: 1.058-3.051 and 1.009; 95%CI: 1.002-1.016 respectively). CONCLUSION IHD was found as the main predictor of IS recurrence regardless of diabetes status in non-elderly adults after the index IS event. Receiving antidiabetic and antiplatelet medications upon discharge after index IS were significant predictors of recurrent IS in non-elderly diabetic adults. A proper randomized clinical trial may be required to determine the impact of secondary preventive medication on IS recurrence, especially in non-elderly adults.
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Affiliation(s)
| | | | | | - Hadzliana Zainal
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia
| | - Irene Looi
- Clinical Research Centre, Seberang Jaya Hospital, Penang, Malaysia
| | | | | | - Keat Wei Loo
- Department of Biological Science, Faculty of Science, Universiti Tunku Abdul Rahman (UTAR) Kampar Campus, Perak, Malaysia
| | - Keng Yee Lee
- National Clinical Research Centre, Kuala Lumpur, Malaysia
| | - Zariah Abdul Aziz
- Clinical Research Centre, Hospital Sultanah Nur Zahirah, Terengganu, Malaysia
| | - Sabariah Noor Harun
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia
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Hadwen J, Kim W, Dewar B, Ramsay T, Davis A, Dowlatshahi D, Shamy M. Association between insulin resistance and post-ischaemic stroke outcome in patients without diabetes: protocol for a systematic review and meta-analysis. BMJ Open 2021; 11:e044771. [PMID: 33771829 PMCID: PMC8006852 DOI: 10.1136/bmjopen-2020-044771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION Insulin resistance is an independent risk factor for atherosclerosis, coronary artery disease and ischaemic stroke. Currently, insulin resistance is not usually included in post-stroke risk stratification. This systematic review and meta-analysis intends to determine if available scientific knowledge supports an association between insulin resistance and post-stroke outcomes in patients without diabetes. METHODS AND ANALYSIS The authors will conduct a literature search in Medline, Embase, Web of Science and Cochrane Central. The review will include studies that assess the association between elevated insulin homeostasis model of insulin resistance (HOMA-IR) and post-stroke outcome (functional outcome and recurrent stroke). The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting guidelines will be used. The primary outcome will be post-stroke functional outcome (Modified Rankin Scale), and the secondary outcome will be recurrent ischaemic stroke. Comparison of outcome will be made between highest and lowest HOMA-IR range (as defined in each article included in this systematic review). Risk of bias will be assessed qualitatively. Meta-analysis will be performed if sufficient homogeneity exists between studies. Heterogeneity of outcomes will be assessed by I². ETHICS AND DISSEMINATION No human or animal subjects or samples were/will be used. The results will be published in a peer-reviewed journal, and will be disseminated at local and international neurology conferences. PROSPERO REGISTRATION NUMBER CRD42020173608.
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Affiliation(s)
- Jeremiah Hadwen
- Neurology, University of Ottawa Faculty of Medicine, Ottawa, Ontario, Canada
- Neurology, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Woojin Kim
- Neurology, University of Ottawa Faculty of Medicine, Ottawa, Ontario, Canada
- Neurology, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Brian Dewar
- Neurology, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Tim Ramsay
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | | | - Dar Dowlatshahi
- Neurology, University of Ottawa Faculty of Medicine, Ottawa, Ontario, Canada
- Neurology, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Michel Shamy
- Neurology, University of Ottawa Faculty of Medicine, Ottawa, Ontario, Canada
- Neurology, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
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Virani SS, Alonso A, Aparicio HJ, Benjamin EJ, Bittencourt MS, Callaway CW, Carson AP, Chamberlain AM, Cheng S, Delling FN, Elkind MSV, Evenson KR, Ferguson JF, Gupta DK, Khan SS, Kissela BM, Knutson KL, Lee CD, Lewis TT, Liu J, Loop MS, Lutsey PL, Ma J, Mackey J, Martin SS, Matchar DB, Mussolino ME, Navaneethan SD, Perak AM, Roth GA, Samad Z, Satou GM, Schroeder EB, Shah SH, Shay CM, Stokes A, VanWagner LB, Wang NY, Tsao CW. Heart Disease and Stroke Statistics-2021 Update: A Report From the American Heart Association. Circulation 2021; 143:e254-e743. [PMID: 33501848 DOI: 10.1161/cir.0000000000000950] [Citation(s) in RCA: 3468] [Impact Index Per Article: 867.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND The American Heart Association, in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, diet, and weight) and health factors (cholesterol, blood pressure, and glucose control) that contribute to cardiovascular health. The Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, congenital heart disease, rhythm disorders, subclinical atherosclerosis, coronary heart disease, heart failure, valvular disease, venous disease, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The American Heart Association, through its Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States to provide the most current information available in the annual Statistical Update. The 2021 Statistical Update is the product of a full year's worth of effort by dedicated volunteer clinicians and scientists, committed government professionals, and American Heart Association staff members. This year's edition includes data on the monitoring and benefits of cardiovascular health in the population, an enhanced focus on social determinants of health, adverse pregnancy outcomes, vascular contributions to brain health, the global burden of cardiovascular disease, and further evidence-based approaches to changing behaviors related to cardiovascular disease. RESULTS Each of the 27 chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policy makers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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Trends in ischemic stroke outcomes in a rural population in the United States. J Neurol Sci 2021; 422:117339. [PMID: 33592506 DOI: 10.1016/j.jns.2021.117339] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 01/18/2021] [Accepted: 02/05/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION The stroke mortality rate has gradually declined due to improved interventions and controlled risk factors. We investigated the associated factors and trends in recurrence and all-cause mortality in ischemic stroke patients from a rural population in the United States between 2004 and 2018. METHODS This was a retrospective cohort study based on electronic health records (EHR) data. A comprehensive stroke database called "Geisinger NeuroScience Ischemic Stroke (GNSIS)" was built for this study. Clinical data were extracted from multiple sources, including EHR and quality data. RESULTS The cohort included in the study comprised of 8561 consecutive ischemic stroke patients (mean age: 70.1 ± 13.9 years, men: 51.6%, 95.1% Caucasian). Hypertension was the most prevalent risk factor (75.2%). The one-year recurrence and all-cause mortality rates were 6.3% and 16.1%, respectively. Although the one-year stroke recurrence increased during the study period, the one-year stroke mortality rate decreased significantly. Age > 65 years, atrial fibrillation or flutter, heart failure, and prior ischemic stroke were independently associated with one-year all-cause mortality in stratified Cox proportional hazards model. In the Cause-specific hazard model, diabetes, chronic kidney disease and age < 65 years were found to be associated with one-year ischemic stroke recurrence. CONCLUSION Although all-cause mortality after stroke has decreased, stroke recurrence has significantly increased in stroke patients from rural population between 2004 and 2018. Older age, atrial fibrillation or flutter, heart failure, and prior ischemic stroke were independently associated with one-year all-cause mortality while diabetes, chronic kidney disease and age less than 65 years were predictors of ischemic stroke recurrence.
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Usability and Acceptability of a Novel Secondary Prevention Initiative Targeting Physical Activity for Individuals after a Transient Ischaemic Attack or "Minor" Stroke: A Qualitative Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17238788. [PMID: 33256087 PMCID: PMC7730453 DOI: 10.3390/ijerph17238788] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 11/23/2020] [Accepted: 11/25/2020] [Indexed: 12/24/2022]
Abstract
Behavioural interventions that address cardiovascular risk factors such as physical inactivity and hypertension help reduce recurrence risk following a transient ischaemic attack (TIA) or "minor" stroke, but an optimal approach for providing secondary prevention is unclear. After developing an initial draft of an innovative manual for patients, aiming to promote secondary prevention following TIA or minor stroke, we aimed to explore views about its usability and acceptability amongst relevant stakeholders. We held three focus group discussions with 18 participants (people who had experienced a TIA or minor stroke (4), carers (1), health professionals (9), and researchers (4). Reflexive thematic analysis identified the following three inter-related themes: (1) relevant information and content, (2) accessibility of format and helpful structure, and (3) strategies to optimise use and implementation in practice. Information about stroke, medication, diet, physical activity, and fatigue symptoms was valued. Easily accessed advice and practical tips were considered to provide support and reassurance and promote self-evaluation of lifestyle behaviours. Suggested refinements of the manual's design highlighted the importance of simplifying information and providing reassurance for patients early after a TIA or minor stroke. Information about fatigue, physical activity, and supporting goal setting was viewed as a key component of this novel secondary prevention initiative.
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Lin B, Zhang Z, Mei Y, Wang C, Xu H, Liu L, Wang W. Cumulative risk of stroke recurrence over the last 10 years: a systematic review and meta-analysis. Neurol Sci 2020; 42:61-71. [PMID: 33040195 DOI: 10.1007/s10072-020-04797-5] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 10/05/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Stroke is still the main cause of death and disability worldwide, numerous studies of recurrence risk have been reported, while systematic estimates of stroke recurrence risk in the last 10 years are variable. This review aims to estimate the cumulative stroke recurrence risk in the last 10 years for secondary prevention management in future. METHODS A systematic search from January 2009 to March 2019 was conducted through PubMed, EMBASE, Web of Science, Wan-fang, and CNKI. Search terms were in English and Chinese. RESULTS A total of 37 studies involving 1,075,014 stroke patients were included. The pooled stroke recurrence rate was 7.7% at 3 months, 9.5% at 6 months, 10.4% at 1 year, 16.1% at 2 years, 16.7% at 3 years, 14.8% at 5 years, 12.9% at 10 years, and 39.7% at 12 years after the initial stroke. In addition, the pooled recurrence rate of 32 studies including stroke patients over 50 years only at seven time points except for subgroup of 10 years was 7.7%, 9.5%, 11.2%, 16.1%, 19.3%, 18.1%, and 39.7%, respectively. Meta-regression showed that the time points explained 23.02% of the variance among studies, while regions, age, and stroke types showed no significant contribution to heterogeneity. CONCLUSIONS The risk of stroke recurrence varies greatly from 3 months to over 10 years and increases significantly over time in both young and old subgroup. The heterogeneity may be explained by follow-up time, regions, age, methodology differences, and stroke types, which was needed further exploration in future.
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Affiliation(s)
- Beilei Lin
- Nursing and Health School, Zhengzhou University, Zhengzhou City, Henan Province, China.,Academic of Medical Science, Zhengzhou University, Zhengzhou City, Henan Province, China
| | - Zhenxiang Zhang
- Nursing and Health School, Zhengzhou University, Zhengzhou City, Henan Province, China.
| | - Yongxia Mei
- Nursing and Health School, Zhengzhou University, Zhengzhou City, Henan Province, China
| | - Chongjian Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou City, Henan Province, China.
| | - Hui Xu
- Nursing and Health School, Zhengzhou University, Zhengzhou City, Henan Province, China
| | - Lamei Liu
- Nursing and Health School, Zhengzhou University, Zhengzhou City, Henan Province, China
| | - Wenna Wang
- Nursing and Health School, Zhengzhou University, Zhengzhou City, Henan Province, China
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Predictors of Recurrent Ischemic Stroke in Obese Patients With Type 2 Diabetes Mellitus: A Population-based Study. J Stroke Cerebrovasc Dis 2020; 29:105173. [PMID: 32912507 DOI: 10.1016/j.jstrokecerebrovasdis.2020.105173] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 07/15/2020] [Accepted: 07/16/2020] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Diabetes and obesity are established risk factors for stroke. The current study aimed to assess risk factors of ischemic stroke recurrence in diabetic patients based on their body mass index (BMI). METHODS A total of 4005 diabetic patients who had a history of ischemic stroke were identified in a retrospective cross-sectional dataset from the Malaysian National Neurology Registry. Patients were classified based on BMI, and multivariable regression analysis was used to evaluate the association between risk factors and recurrent ischemic stroke. RESULTS Among obese patients, those with ischemic heart disease (aOR, 1.873; 95% CI, 1.131-3.103), received formal education (aOR, 2.236; 95% CI, 1.306-3.830), and received anti-diabetic medication (aOR, 1.788; 95% CI, 1.180-2.708) had a higher stroke recurrence risk, while receiving angiotensin receptors blockers (aOR, 0.261; 95% CI, 0.126-0.543) lowered the odds of recurrence. Overweight patients with hypertension (aOR, 1.011; 95% CI, 1.002-1.019) for over 10 years (aOR, 3.385; 95% CI, 1.088-10.532) and diabetes prior to the first stroke (aOR, 1.823; 95% CI, 1.020-3.259) as well as those received formal education (aOR, 2.403; 95% CI, 1.126-5.129) had higher odds of stroke recurrence, while receiving angiotensin-converting enzyme inhibitors (aOR, 0.244; 95% CI, 0.111-0.538) lowered the recurrence risk. Normal weight East Malaysians (aOR, 0.351; 95% CI, 0.164-0.750) receiving beta-blockers (aOR, 0.410; 95% CI, 0.174-0.966) had lower odds of stroke recurrence. CONCLUSIONS Ischemic heart disease, hypertension, receiving anti-hypertensive agents, and educational level were independent predictors of recurrent stroke in obese patients. Managing the modifiable risk factors can decrease the odds of stroke recurrence.
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Zhuo Y, Wu J, Qu Y, Yu H, Huang X, Zee B, Lee J, Yang Z. Clinical risk factors associated with recurrence of ischemic stroke within two years: A cohort study. Medicine (Baltimore) 2020; 99:e20830. [PMID: 32590771 PMCID: PMC7328985 DOI: 10.1097/md.0000000000020830] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
To identify the clinical risk factors and investigate the efficacy of a classification model based on the identified factors for predicting 2-year recurrence after ischemic stroke.From June 2017 to January 2019, 358 patients with first-ever ischemic stroke were enrolled and followed up in Shenzhen Traditional Chinese Medicine Hospital. Demographic and clinical characteristics were recorded by trained medical staff. The outcome was defined as recurrence within 2 years. A multivariate logistic regression model with risk factors and their interaction effects was established and evaluated.The mean (standard deviation) age of the participants was 61.6 (12.1) years, and 101 (28.2%) of the 358 patients were female. The common comorbidities included hypertension (286 patients, 79.9%), diabetes (148 patients, 41.3%), and hyperlipidemia (149 patients, 41.6%). The 2-year recurrence rate was 30.7%. Of the 23 potential risk factors, 10 were significantly different between recurrent and non-recurrent subjects in the univariate analysis. A multivariate logistic regression model was developed based on 10 risk factors. The significant variables include diabetes mellitus, smoking status, peripheral artery disease, hypercoagulable state, depression, 24 h minimum systolic blood pressure, 24 h maximum diastolic blood pressure, age, family history of stroke, NIHSS score status. The area under the receiver operating characteristic curve (ROC) was 0.78 (95% confidence interval: 0.726-0.829) with a sensitivity of 0.61 and a specificity of 0.81, indicating a potential predictive ability.Ten risk factors were identified, and an effective classification model was built. This may aid clinicians in identifying high-risk patients who would benefit most from intensive follow-up and aggressive risk factor reduction.The clinical trial registration number: ChiCTR1800019647.
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Affiliation(s)
| | - Jiaman Wu
- Affiliated Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University
| | - Yimin Qu
- Centre for Clinical Trials and Biostatistics Lab, CUHK Shenzhen Research Institute, Shenzhen, China
| | - Haibo Yu
- Shenzhen Traditional Chinese Medicine Hospital
| | | | - Benny Zee
- Centre for Clinical Trials and Biostatistics Lab, CUHK Shenzhen Research Institute, Shenzhen, China
- Division of Biostatistics, Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR
| | - Jack Lee
- Centre for Clinical Trials and Biostatistics Lab, CUHK Shenzhen Research Institute, Shenzhen, China
- Division of Biostatistics, Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR
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Ozga AK, Rauch B, Palm F, Urbanek C, Grau A, Becher H, Rauch G. Reevaluation of risk factors for time to subsequent events after first stroke occurrence using a new weighted all-cause effect measure. BMC Public Health 2020; 20:817. [PMID: 32487072 PMCID: PMC7268286 DOI: 10.1186/s12889-020-08971-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 05/21/2020] [Indexed: 01/01/2023] Open
Abstract
Background Risk diseases and risk factors for stroke include atrial fibrillation, hypertension, diabetes mellitus, smoking, and elevated LDL-cholesterol. Due to modern treatment options, the impact of these risk diseases on subsequent cardiovascular events or death after a first stroke is less clear and needs to be elucidated. We therefore aimed to get insights into the persistence of adverse prognostic effects of these risk diseases and risk factors on subsequent stroke or death events 1 year after the first stroke by using the new weighted all-cause hazard ratio. Methods This study evaluates the 1 year follow-up of 470 first ever stroke cases identified in the area of Ludwigshafen, Germany, with 23 deaths and 34 subsequent stroke events. For this purpose, the recently introduced “weighted all-cause hazard ratio” was used, which allows a weighting of the competing endpoints within a composite endpoint. Moreover, we extended this approach to allow an adjustment for covariates. Results None of these risk factors and risk diseases, most probably being treated after the first stroke, remained to be associated with a subsequent death or stroke [weighted hazard ratios (95% confidence interval) for diabetes mellitus, atrial fibrillation, high cholesterol, hypertension, and smoking are 0.4 (0.2–0.9), 0.8 (0.4–2.2), 1.3 (0.5–2.5), 1.2 (0.3–2.7), 1.6 (0.8–3.6), respectively]. However, when analyzed separately in terms of death and stroke, the risk factors and risk diseases under investigation affect the subsequent event rate to a variable degree. Conclusions Using the new weighted hazard ratio, established risk factors and risk diseases for the occurrence of a first stroke do not remain to be significant predictors for subsequent events like death or recurrent stroke. It has been demonstrated that the new weighted hazard ratio can be used for a more adequate analysis of cardiovascular risk and disease progress. The results have to be confirmed within a larger study with more events.
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Affiliation(s)
- Ann-Kathrin Ozga
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany.
| | - Bernhard Rauch
- IHF GmbH, Institut für Herzinfarktforschung, Bremserstraße 79, 67063, Ludwigshafen, Germany
| | - Frederick Palm
- Helios Klinikum Schleswig, St. Jürgener Straße, 1-3, 24837, Schleswig, Germany
| | - Christian Urbanek
- Department of Neurology, Städtisches Klinikum Ludwigshafen am Rhein, University of Heidelberg, Bremserstraße 79, 67063, Ludwigshafen, Germany
| | - Armin Grau
- Department of Neurology, Städtisches Klinikum Ludwigshafen am Rhein, University of Heidelberg, Bremserstraße 79, 67063, Ludwigshafen, Germany
| | - Heiko Becher
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany.,Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Institute of Biometry and Clinical Epidemiology, Charitéplatz 1, 10117, Berlin, Germany.,Berlin Institute of Health (BIH), Anna-Louisa-Karsch 2, 10178, Berlin, Germany.,Institute of Global Health, University Hospital Heidelberg, Im Neuenheimer Feld 130/3, 69120, Heidelberg, Germany
| | - Geraldine Rauch
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Institute of Biometry and Clinical Epidemiology, Charitéplatz 1, 10117, Berlin, Germany.,Berlin Institute of Health (BIH), Anna-Louisa-Karsch 2, 10178, Berlin, Germany
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Zhang XP, Pan JH, Wan LH, Liu ZY, Mo MM, Wang MY, Li LL. Factors influencing health behaviour, blood pressure control, and disability in hypertensive ischaemic stroke patients after a comprehensive reminder intervention. J Adv Nurs 2020; 76:1384-1393. [PMID: 32128865 DOI: 10.1111/jan.14340] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 02/02/2020] [Accepted: 02/19/2020] [Indexed: 11/29/2022]
Abstract
AIMS To test prospective pathways of a Comprehensive Reminder System based on the Health Belief Model (CRS-HBM), stroke knowledge, health belief in health behaviour, blood pressure (BP) control, and disability in hypertensive ischaemic stroke patients at 6-month postdischarge. DESIGN A nested cohort study design. METHODS Data were derived from a randomized controlled trial evaluating the effects of the intervention (N = 174, performed during February 2015 - March 2016). Data were collected by questionnaires and analysed in structural equation modelling in Mplus software. RESULTS The proposed model provided a good fit to the data. This model accounted for 51.5% of the variance in health behaviour, 34.1% in BP control, and 5.7% in modified Rankin Scale score at 6-month postdischarge. The CRS-HBM had: (a) direct positive effect (β = .391, p < .001) and indirect positive effects (β = .186, p = .002) on health behaviour; (b) direct positive effect (β = .356, p < .001) and indirect positive effects (β = .183, p = .009) on BP control; and (c) indirect negative effect (β = -.146, p = .008) on disability. Being female was linked to better health behaviour. Higher education predicted higher level of stroke knowledge and health belief. CONCLUSIONS The CRS-HBM can not only directly but also indirectly improve patients' health behaviours by improving their health knowledge or health belief. Better health behaviour can improve patients' BP control and reduce disability. Therefore, nurses need to pay more attention to not only patients' health knowledge but also their health belief when providing education. IMPACT The CRS-HBM intervention accounted for 51.5% of variance in health behaviour, 34.1% in BP control, and 5.7% in modified Rankin Scale score at 6-month postdischarge. This research can help nurses improve health education strategies in postdischarge and community contexts to achieve better health results.
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Affiliation(s)
- Xiao-Pei Zhang
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jun-Hao Pan
- Department of Psychology, Sun Yat-Sen University, Guangzhou, China
| | - Li-Hong Wan
- School of Nursing, Sun Yat-Sen University, Guangzhou, China
| | - Zhu-Yun Liu
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Miao-Miao Mo
- Department of Neurology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Meng-Yao Wang
- School of Nursing, Sun Yat-Sen University, Guangzhou, China
| | - Li-Li Li
- Department of Neurology and Stroke Center, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
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Sadighi A, Abedi V, Stanciu A, El Andary N, Banciu M, Holland N, Zand R. Six-Month Outcome of Transient Ischemic Attack and Its Mimics. Front Neurol 2019; 10:294. [PMID: 30972019 PMCID: PMC6445867 DOI: 10.3389/fneur.2019.00294] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 03/06/2019] [Indexed: 11/13/2022] Open
Abstract
Background and Objective: Although the risk of recurrent cerebral ischemia is higher after a transient ischemic attack (TIA), there is limited data on the outcome of TIA mimics. The goal of this study is to compare the 6-month outcome of patients with negative and positive diffusion-weighted imaging (DWI) TIAs (DWI-neg TIA vs. DWI-pos TIA) and also TIA mimics. Methods: We prospectively studied consecutive patients with an initial diagnosis of TIA in our tertiary stroke centers in a 2-year period. Every included patient had an initial magnetic resonance (MR) with DWI and one-, three-, and six-month follow-up visits. The primary outcome was defined as the composition of intracerebral hemorrhage, ischemic stroke, TIA, coronary artery disease, and death. Results: Out of 269 patients with the initial diagnosis of TIA, 259 patients (mean age 70.5 ± 15.0 [30-100] years old, 56.8% men) were included in the final analysis. Twenty-one (8.1%, 95% confidence interval [CI] 5.1-12.1%) patients had a composite outcome event within the six-month follow-up. Five (23.8%) and 13 (61.9%) composite outcome events occurred in the first 30 and 90 days, respectively. Among patients with DWI-neg TIA, the one- and six-month ischemic stroke rate was 1.5 and 4.6%, respectively. The incidence proportion of composite outcome event was significantly higher among patients who had the diagnosis of DWI-neg TIA compared with those who had the diagnosis of TIA mimics (12.2 vs. 2.1%-relative risk 5.9; 95% CI, 1.4-25.2). In our univariable analysis among patients with DWI-neg TIA and DWI-pos TIA, age (P = 0.017) was the only factor that was significantly associated with the occurrence of the composite outcome. Conclusion: Our study indicated that the overall six-month rate of the composite outcome among patients DWI-neg TIA, DWI-pos TIA, and TIA mimics were 12.2, 9.7, and 2.1%, respectively. Age was the only factor that was significantly associated with the occurrence of the composite outcome.
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Affiliation(s)
- Alireza Sadighi
- Department of Neurology, Geisinger Medical Center, Danville, PA, United States
| | - Vida Abedi
- Department of Bioinformatics, Geisinger Medical Center, Danville, PA, United States
| | - Alia Stanciu
- Freeman College of Management, Bucknell University, Lewisburg, PA, United States
| | - Nada El Andary
- Department of Neurology, Geisinger Medical Center, Danville, PA, United States
| | - Mihai Banciu
- Freeman College of Management, Bucknell University, Lewisburg, PA, United States
| | - Neil Holland
- Department of Neurology, Geisinger Medical Center, Danville, PA, United States
| | - Ramin Zand
- Department of Neurology, Geisinger Medical Center, Danville, PA, United States
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