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Zhang B, King AJ, Voetsch B, Silverman S, Schwamm LH, Ji X, Singhal AB. Clinically relevant findings on 24-h head CT after acute stroke therapy: The 24-h CT score. Int J Stroke 2025; 20:226-234. [PMID: 39324561 DOI: 10.1177/17474930241289992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
BACKGROUND Routine head computed tomography (CT) is performed 24 h post-acute stroke thrombolysis and thrombectomy, even in patients with stable or improving clinical deficits. Predicting CT results that impact management could help prioritize patients at risk and potentially reduce unnecessary imaging. METHODS In this institutional review board (IRB)-approved retrospective study, data from 1461 consecutive acute ischemic stroke patients at our Comprehensive Stroke Center (n = 8943, 2012-2022) who received intravenous thrombolysis or endovascular therapy, exhibited stable or improving 24-h exams, and underwent 24-h follow-up head CT per standard acute stroke care guidelines. CT reports 24 h post-stroke were reviewed for edema, mass effect, herniation, and hemorrhage. The primary outcome was any clinically relevant 24-h CT finding that led to changes in antithrombotic treatment or blood pressure goals, extended intensive care unit (ICU) stays or hospitalizations, neurosurgical interventions, or administration of mannitol or hypertonic saline. Multivariable logistic regression identified independent predictors of clinically meaningful CT abnormalities. A 24-h CT score was developed and cross-validated. RESULTS The mean age was 70 years, with 47% women. The median National Institutes of Health Stroke Scale (NIHSS) score at admission was 12 (interquartile range (IQR): 6-18). Stroke-related abnormalities on 24-h CT were present in 325 patients (22.2%), with 183 (12.5%) showing clinically relevant findings. Age, admission NIHSS, and blood glucose levels were independent predictors of clinically relevant 24-h CT findings. The final model C statistic was 0.72 (95% confidence interval (CI): 0.68-0.76) in the derivation cohort and 0.72 (95% CI: 0.67-0.75) in bootstrapping validation. The 24-h CT score was developed using these predictors: NIHSS score 5-15 (+3); NIHSS score ⩾16 (+5); age < 75 years (+1); admission glucose ⩾ 140 mg/dL (+1). The prevalence of clinically relevant CT findings was 4.3% in the low-risk group (24-h CT score ⩽ 4), 11.3% in the medium-risk group (score 5), and 21.4% in the high-risk group (score ⩾ 6). The 24-h CT score demonstrated good calibration. CONCLUSION In patients undergoing thrombolysis or thrombectomy who undergo routine 24-h head CT despite remaining clinically stable or improving, only one in eight prove to have 24-h head CT findings that impact management. The 24-h CT score provides risk stratification that may improve resource utilization. DATA ACCESS STATEMENT A.S. and B.Z. have full access to the data used in the analysis in this article. Deidentified data will be shared after ethics approval if requested by other investigators for purposes of replicating the results.
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Affiliation(s)
- Bowei Zhang
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Andrew J King
- Harvard Medical School, Boston, MA, USA
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Barbara Voetsch
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Scott Silverman
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Lee H Schwamm
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Xunming Ji
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Aneesh B Singhal
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
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Belge Bilgin G, Bilgin C, Jabal MS, Kobeissi H, Ghozy S, Senol YC, Orscelik A, Kadirvel R, Brinjikji W, Kallmes DF, Rabinstein AA. The effects of admission hyperglycemia and diabetes mellitus on mechanical thrombectomy outcomes: A systematic review and meta-analysis. Interv Neuroradiol 2025:15910199241306774. [PMID: 39819212 PMCID: PMC11748406 DOI: 10.1177/15910199241306774] [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: 02/07/2024] [Accepted: 11/13/2024] [Indexed: 01/19/2025] Open
Abstract
BACKGROUND The impact of certain comorbidities on mechanical thrombectomy (MT) outcomes remains largely unexplored. Diabetes mellitus (DM) and admission hyperglycemia have been associated with poor clinical outcomes for patients treated with MT. In this study, we sought to investigate the effects of DM and admission hyperglycemia on MT outcomes. METHODS Following PRISMA guidelines, a systematic literature search was conducted in Medline, Embase, Scopus, and Web of Science databases. Data regarding successful recanalization (modified Thrombolysis in Cerebral Infarction [mTICI] ≥2b), functional independence (modified Rankin Scale [mRS] 0-2), excellent outcomes (mRS 0-1), symptomatic intracranial hemorrhage (sICH), and mortality were extracted from the included studies. The pooled odds ratios (ORs) and their corresponding 95% confidence intervals (CIs) were calculated using random effects model. RESULTS Twenty-one studies comprising 9708 patients were included. A total of 2311 patients (24%) had a history of DM, and 2026 patients (21%) had admission hyperglycemia. Admission hyperglycemia was associated with significantly lower odds of mTICI ≥2b (OR = 0.7, 95% CI = 0.55-0.89), mRS 0-2 (OR = 0.47, 95% CI = 0.41-0.53), and mRS 0-1 (OR = 0.43, 95% CI = 0.34-0.55) as compared to normoglycemic state. Patients with hyperglycemia had significantly higher rates of sICH (OR = 2.05, 95% CI = 1.66-2.54) and mortality (OR = 1.99, 95% CI = 1.58-2.52) than normoglycemic patients. Diabetes mellitus was associated with significantly high rates of mortality (OR = 1.74, 95% CI = 1.31-2.3) and lower rates of mRS 0-2 (OR = 0.60, 95% CI = 0.48-0.76) in sensitivity analyses. CONCLUSION Our results indicate that admission blood glucose levels and DM can negatively affect MT outcomes. Further research should focus on optimizing MT outcomes for these patients.
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Affiliation(s)
| | - Cem Bilgin
- Department of Radiology, Mayo Clinic Rochester, Rochester, MN, USA
| | | | - Hassan Kobeissi
- Department of Radiology, Mayo Clinic Rochester, Rochester, MN, USA
| | - Sherief Ghozy
- Department of Radiology, Mayo Clinic Rochester, Rochester, MN, USA
| | - Yigit Can Senol
- Department of Neurologic Surgery, UCSF, San Francisco, CA, USA
| | - Atakan Orscelik
- Department of Neurologic Surgery, Medical University of South Carolina, Charleston, SC, USA
| | | | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic Rochester, Rochester, MN, USA
- Department of Neurologic Surgery, Mayo Clinic Rochester, Rochester, MN, USA
| | - David F. Kallmes
- Department of Radiology, Mayo Clinic Rochester, Rochester, MN, USA
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Jiang S, Zhou Y, Zhou Y, Huang G. Intensive blood pressure management for ischemic stroke patients following endovascular thrombectomy: a meta-analysis of randomized controlled trials. BMC Neurol 2024; 24:469. [PMID: 39627722 PMCID: PMC11613891 DOI: 10.1186/s12883-024-03976-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 11/25/2024] [Indexed: 12/08/2024] Open
Abstract
OBJECTIVE This meta-analysis aimed to determine the potential benefits of intensive blood pressure management in ischemic stroke patients who have undergone endovascular thrombectomy (EVT). METHODS We comprehensively searched all relevant studies published before August 23, 2024, using multiple databases, including Cochrane Library, Embase, PubMed, Web of Science and China National Knowledge Infrastructure (CNKI) and Wangfang. The primary outcomes were favorable outcomes at 90 days (mRS score = 0-2), while the secondary outcomes comprised 90-day mortality, incidence of symptomatic intracranial hemorrhage (sICH), and 7-day mortality. RESULTS Six randomized controlled trials studies involving 1752 patients were included. The incidence of 90 days (mRS score = 0-2) score was significant difference between different blood pressure management (RR = 0.81, 95% CI [0.74, 0.89], p < 0.01) with heterogeneity (I2 = 0%, p = 0.52). No significant difference was perceived in the 90-day mortality (RR = 1.16, 95% CI [0.90, 1.48], p = 0.28; I2= 0%, p = 0.89). Additionally, there was no statistically significant difference in the incidence of sICH, (RR = 1.03, 95% CI [0.72, 1.48], p = 0.86; I2= 0%, p = 0.42). There was also no statistically significant discerned in the 7-day mortality (RR = 1.33, 95% CI [0.88, 2.01], p = 0.17; I2= 0%, p = 0.67). CONCLUSION Our research results suggest that routine standard blood pressure management is more beneficial to the functional independence for patients, a more moderate intensive blood pressure management should be used.
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Affiliation(s)
- Shenglei Jiang
- Department of Emergency, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, Zhejiang Province, China
| | - Yitao Zhou
- School of nursing, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Yangbin Zhou
- School of nursing, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Ganying Huang
- Department of Emergency, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, Zhejiang Province, China.
- Fourth School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China.
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Dubey Y, Tarte Y, Talatule N, Damahe K, Palsodkar P, Fulzele P. Explainable and Interpretable Model for the Early Detection of Brain Stroke Using Optimized Boosting Algorithms. Diagnostics (Basel) 2024; 14:2514. [PMID: 39594180 PMCID: PMC11592493 DOI: 10.3390/diagnostics14222514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Revised: 10/11/2024] [Accepted: 10/14/2024] [Indexed: 11/28/2024] Open
Abstract
Background/Objectives: Stroke stands as a prominent global health issue, causing con-siderable mortality and debilitation. It arises when cerebral blood flow is compromised, leading to irreversible brain cell damage or death. Leveraging the power of machine learning, this paper presents a systematic approach to predict stroke patient survival based on a comprehensive set of factors. These factors include demographic attributes, medical history, lifestyle elements, and physiological metrics. Method: An effective random sampling method is proposed to handle the highly biased data of stroke. The stroke pre-diction using optimized boosting machine learning algorithms is supported with explainable AI using LIME and SHAP. This enables the models to discern intricate data patterns and establish correlations between selected features and patient survival. Results: The performance of three boosting algorithms is studied for stroke prediction, which include Gradient Boosting (GB), AdaBoost (ADB), and XGBoost (XGB) with XGB achieved the best outcome overall with a training accuracy of 96.97% and testing accuracy of 92.13%. Conclusions: Through this approach, the study seeks to uncover actionable insights to guide healthcare practitioners in devising personalized treatment strategies for stroke patients.
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Affiliation(s)
- Yogita Dubey
- Department of Electronics and Telecommunication, Yeshwantrao Chavan College of Engineering, Nagpur 441110, India; (Y.T.); (N.T.); (K.D.)
| | - Yashraj Tarte
- Department of Electronics and Telecommunication, Yeshwantrao Chavan College of Engineering, Nagpur 441110, India; (Y.T.); (N.T.); (K.D.)
| | - Nikhil Talatule
- Department of Electronics and Telecommunication, Yeshwantrao Chavan College of Engineering, Nagpur 441110, India; (Y.T.); (N.T.); (K.D.)
| | - Khushal Damahe
- Department of Electronics and Telecommunication, Yeshwantrao Chavan College of Engineering, Nagpur 441110, India; (Y.T.); (N.T.); (K.D.)
| | - Prachi Palsodkar
- Department of Electronics Engineering, Yeshwantrao Chavan College of Engineering, Nagpur 441110, India;
| | - Punit Fulzele
- Directorate of Research and Innovation, SPDC, Datta Meghe Institute of Higher Education & Research, Wardha 442001, India;
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Yu Z, Liu X, Feng X, Zhang X, Gao R. Causal relationship between novel antidiabetic drugs and ischemic stroke: a drug-targeted Mendelian randomization study. Front Cardiovasc Med 2024; 11:1449185. [PMID: 39380626 PMCID: PMC11458414 DOI: 10.3389/fcvm.2024.1449185] [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: 06/14/2024] [Accepted: 09/11/2024] [Indexed: 10/10/2024] Open
Abstract
Background The escalating global economic burden of ischemic stroke poses a significant public health challenge amid global aging trends. The broad therapeutic efficacy of new antidiabetic drugs may offer new options in the prevention and treatment of ischemic stroke. Consistent conclusions regarding the relationship between novel antidiabetic agents and the risk of ischemic stroke remain elusive, and the causal relationship deserves further investigation. Materials and methods Three novel antidiabetic drug targets were selected, and cis-expression quantitative trait loci (cis-eQTL) were screened as instrumental variables. Genetic association data for ischemic stroke were obtained from the Genome-wide Association Study (GWAS) database. Mendelian randomization (MR) analysis, facilitated by R software, calculated MR estimates for each single nucleotide polymorphism (SNP), and meta-analysis was performed using five methods. To ensure robustness, sensitivity analyses, heterogeneity analyses, horizontal pleiotropy analyses, and co-localization analyses were conducted for significant MR associations. Results Three eQTLs for antidiabetic drug genes served as instrumental variables, utilizing a GWAS dataset comprising 34,217 cases and 406,111 controls for ischemic stroke. Genetic variants in glucagon-like peptide-1 receptor agonists (GLP-1 RA) targets exhibited a positive correlation with ischemic stroke risk (OR 1.06, 95% CI 1.04-1.08, P = 0.000), while genetic variation in dipeptidyl peptidase 4 inhibitors (DPP-4i) targets showed a negative association with ischemic stroke risk (OR 0.93, 95% CI 0.89-0.97, P = 0.003). Sensitivity analyses supported robust conclusions, revealing no heterogeneity or horizontal pleiotropy. Conclusion This study found that GLP-1 RA and DPP-4i were associated with an increased risk of ischemic stroke by MR analysis. Although sensitivity analyses provide support for this result, it contradicts previous knowledge. Therefore, the results of this study still need to treated with caution. Updated and more in-depth GWAS data and high-quality real-world data are expected to validate the results.
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Affiliation(s)
- Zongliang Yu
- Beijing University of Chinese Medicine, Beijing, China
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xinyi Liu
- Beijing University of Chinese Medicine, Beijing, China
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xue Feng
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xiaonan Zhang
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Rui Gao
- Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
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Hu Y, Huang S, Shen T, Wang R, Geng M, Wang Y, Zheng Y, Luo Y, Li S. Prognostic Significance of Plasma VEGFA and VEGFR2 in Acute Ischemic Stroke-a Prospective Cohort Study. Mol Neurobiol 2024; 61:6341-6353. [PMID: 38300447 DOI: 10.1007/s12035-024-03973-4] [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: 06/27/2023] [Accepted: 01/12/2024] [Indexed: 02/02/2024]
Abstract
Enhancement of vascular remodeling in affected brain tissue is a novel therapy for acute ischemic stroke (AIS). However, conclusions regarding angiogenesis after AIS remain ambiguous. Vascular endothelial growth factor A (VEGFA) and VEGF receptor 2 (VEGFR2) are potent regulators of angiogenesis and vascular permeability. We aimed to investigate the association between VEGFA/VEGFR2 expression in the acute stage of stroke and prognosis of patients with AIS. We enrolled 120 patients with AIS within 24 h of stroke onset and 26 healthy controls. Plasma levels of VEGFA and VEGFR2 were measured by enzyme-linked immunosorbent assay (ELISA). The primary endpoint was an unfavorable outcome defined as a modified Rankin Scale (mRS) score > 2 at 3 months after AIS. Univariate and multivariate logistic regression analyses were used to identify risk factors affecting prognosis. Plasma VEGFA and VEGFR2 were significantly higher in patients with AIS than in health controls, and also significantly higher in patients with unfavorable than those with favorable outcomes. Moreover, both VEGFA and VEGFR2 showed a significantly positive correlation with mRS at 3 months. Univariate and multivariate analyses showed VEGFA and VEGFR2 remained associated with unfavorable outcomes, and adding VEGFA and VEGFR2 to the clinical model significantly improved risk reclassification (continuous net reclassification improvement, 105.71%; integrated discrimination improvement, 23.45%). The new risk model curve exhibited a good fit with an area under the receiver operating characteristic curve (ROC) curve of 0.9166 (0.8658-0.9674). Plasma VEGFA and VEGFR2 are potential markers for predicting prognosis; thus these two plasma biomarkers may improve risk stratification in patients with AIS.
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Affiliation(s)
- Yue Hu
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Shuangfeng Huang
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
- Department of Emergency, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
| | - Tong Shen
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Rongliang Wang
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Meng Geng
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
- Department of Emergency, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
| | - Yilin Wang
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Yangmin Zheng
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Yumin Luo
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China.
- Department of Emergency, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
- Beijing Institute of Brain Disorders, Collaborative Innovation Center for Brain Disorders, Capital Medical University, Beijing, 100069, China.
| | - Sijie Li
- Institute of Cerebrovascular Disease Research and Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China.
- Department of Emergency, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China.
- Beijing Institute of Brain Disorders, Collaborative Innovation Center for Brain Disorders, Capital Medical University, Beijing, 100069, China.
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Hervás C, Peirotén I, González L, Alonso de Leciñana M, Alonso-López E, Casado L, De Celis-Ruíz E, Fernández Prieto AF, Frutos R, Gallego-Ruiz R, González Pérez de Villar N, Gutiérrez-Fernández M, Navia P, Otero-Ortega L, Pozo-Novoa J, Rigual R, Rodríguez-Pardo J, Ruiz G, Fuentes B. Glycaemia and ischaemia-reperfusion brain injury in patients with ischaemic stroke treated with mechanical thrombectomy (GLIAS-MT): an observational, unicentric, prospective study protocol. BMJ Open 2024; 14:e086745. [PMID: 39117402 PMCID: PMC11404171 DOI: 10.1136/bmjopen-2024-086745] [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: 03/21/2024] [Accepted: 07/22/2024] [Indexed: 08/10/2024] Open
Abstract
INTRODUCTION Poststroke hyperglycaemia is an independent risk factor for poorer outcomes in patients treated with mechanical thrombectomy (MT) and is associated with a lower probability of functional recovery and higher mortality at 3 months. This study aims to evaluate the association between glucose levels during cerebral reperfusion with MT and functional recovery at 3 months, measured by subcutaneous continuous glucose monitoring (CGM) devices. METHODS This prospective observational study aims to recruit 100 patients with ischaemic stroke and large anterior circulation vessel occlusion, in whom MT is indicated. CGM will be performed using a Freestyle Libre ProIQ device (FSL-CGM, Abbott Diabetes Care, Alameda, California, USA), which will be implanted on admission to the emergency department, to monitor glucose levels before, during and after reperfusion. The study's primary endpoint will be the functional status at 3 months, as measured by the dichotomised modified Rankin Scale (0-2 indicating good recovery and 3-6 indicating dependency or death). We will analyse expression profiles of microRNA (miRNA) at the time of reperfusion and 24 hours later, as potential biomarkers of ischaemic-reperfusion injury. The most promising miRNAs include miR-100, miR-29b, miR-339, miR-15a and miR-424. All patients will undergo treatment according to current international recommendations and local protocols for the treatment of stroke, including intravenous thrombolysis if indicated. ETHICS AND DISSEMINATION This study (protocol V.1.1, dated 29 October 2021, code 6017) has been approved by the Clinical Research Ethics Committee of La Paz University Hospital (Madrid, Spain) and has been registered in ClinicalTrials.gov (NCT05871502). Study results will be disseminated through peer-reviewed publications in Open Access format and at conference presentations. TRIAL REGISTRATION NUMBER NCT05871502.
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Affiliation(s)
- Carlos Hervás
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Irene Peirotén
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Laura González
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - María Alonso de Leciñana
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Elisa Alonso-López
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Laura Casado
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Elena De Celis-Ruíz
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Andrés Francisco Fernández Prieto
- Department of Radiology (Neurointerventional Radiology), La Paz University Hospital, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Remedios Frutos
- Department of Radiology (Neurointerventional Radiology), La Paz University Hospital, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Rebeca Gallego-Ruiz
- Neurological Sciences and Cerebrovascular Research Laboratory, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Noemí González Pérez de Villar
- Diabetes Unit, Department of Endocrinology, La Paz University Hospital, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - María Gutiérrez-Fernández
- Neurological Sciences and Cerebrovascular Research Laboratory, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Pedro Navia
- Department of Radiology (Neurointerventional Radiology), La Paz University Hospital, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Laura Otero-Ortega
- Neurological Sciences and Cerebrovascular Research Laboratory, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Javier Pozo-Novoa
- Neurological Sciences and Cerebrovascular Research Laboratory, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Ricardo Rigual
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Jorge Rodríguez-Pardo
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Gerardo Ruiz
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
| | - Blanca Fuentes
- Department of Neurology and Stroke Centre, La Paz University Hospital and Department of Medicine, Universidad Autónoma de Madrid, La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
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8
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Zheng S, Jiang X, Guo S, Shi Z. Postoperative neutrophil-to-lymphocyte ratio predicts malignant cerebral edema following endovascular treatment for acute ischemic stroke. Front Neurol 2024; 15:1394550. [PMID: 38994493 PMCID: PMC11236612 DOI: 10.3389/fneur.2024.1394550] [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: 03/01/2024] [Accepted: 06/17/2024] [Indexed: 07/13/2024] Open
Abstract
Background and purpose Malignant cerebral edema (MCE) is one of serious complications with high mortality following endovascular treatment (EVT) for acute ischemic stroke (AIS) with large vessel occlusion. We aimed to investigate the relationship between postoperative neutrophil-to-lymphocyte ratio (NLR) and MCE after EVT. Methods The clinical and imaging data of 175 patients with AIS of anterior circulation after EVT were studied. Admission and postoperative NLR were determined. The presence of MCE was evaluated on the computed tomography performed 24 h following EVT. The clinical outcomes were measured using the modified Rankin Scale (mRS) at 90-day after onset. Univariate and multivariate regression analyses were used to analyze the relationship between postoperative NLR and MCE. Optimal cutoff values of postoperative NLR to predict MCE were defined using receiver operating characteristic analysis. Results MCE was observed in 24% of the patients who underwent EVT and was associated with a lower rate of favorable clinical outcomes at 90-day. Multivariate logistic regression analysis demonstrated that baseline Alberta Stroke Program Early CT Score (ASPECT) score (OR = 0.614, 95% CI 0.502-0.750, p = 0.001), serum glucose (OR = 1.181, 95% CI 1.015-1.374, p = 0.031), and postoperative NLR (OR = 1.043, 95% CI 1.002-1.086, p = 0.041) were independently associated with MCE following EVT for AIS with large vessel occlusion. Postoperative NLR had an area under the receiver operating characteristic curve of 0.743 for prediction MCE, and the optimal cutoff value was 6.15, with a sensitivity and specificity of 86.8% and 55%. Conclusion Elevated postoperative NLR is independently associated with malignant brain edema following EVT for AIS with large vessel occlusion, and may serve as an early predictive indicator for MCE after EVT.
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Affiliation(s)
- Sujie Zheng
- Department of Clinical Laboratory, Laboratory Medicine Center, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Xinzhao Jiang
- Department of Neurology, Center for Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Shunyuan Guo
- Department of Neurology, Center for Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Zongjie Shi
- Department of Neurology, Center for Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
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Cao L, Ma X, Huang W, Xu G, Wang Y, Liu M, Sheng S, Mao K. An Explainable Artificial Intelligence Model to Predict Malignant Cerebral Edema after Acute Anterior Circulating Large-Hemisphere Infarction. Eur Neurol 2024; 87:54-66. [PMID: 38565087 DOI: 10.1159/000538424] [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: 11/24/2023] [Accepted: 03/16/2024] [Indexed: 04/04/2024]
Abstract
INTRODUCTION Malignant cerebral edema (MCE) is a serious complication and the main cause of poor prognosis in patients with large-hemisphere infarction (LHI). Therefore, the rapid and accurate identification of potential patients with MCE is essential for timely therapy. This study utilized an artificial intelligence-based machine learning approach to establish an interpretable model for predicting MCE in patients with LHI. METHODS This study included 314 patients with LHI not undergoing recanalization therapy. The patients were divided into MCE and non-MCE groups, and the eXtreme Gradient Boosting (XGBoost) model was developed. A confusion matrix was used to measure the prediction performance of the XGBoost model. We also utilized the SHapley Additive exPlanations (SHAP) method to explain the XGBoost model. Decision curve and receiver operating characteristic curve analyses were performed to evaluate the net benefits of the model. RESULTS MCE was observed in 121 (38.5%) of the 314 patients with LHI. The model showed excellent predictive performance, with an area under the curve of 0.916. The SHAP method revealed the top 10 predictive variables of the MCE such as ASPECTS score, NIHSS score, CS score, APACHE II score, HbA1c, AF, NLR, PLT, GCS, and age based on their importance ranking. CONCLUSION An interpretable predictive model can increase transparency and help doctors accurately predict the occurrence of MCE in LHI patients not undergoing recanalization therapy within 48 h of onset, providing patients with better treatment strategies and enabling optimal resource allocation.
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Affiliation(s)
- Liping Cao
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Xiaoming Ma
- School of Clinical Medicine, North China University of Science and Technology, Tangshan, China,
| | - Wendie Huang
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Geman Xu
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Yumei Wang
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Meng Liu
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Shiying Sheng
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Keshi Mao
- Department of Neurology, The Third Affiliated Hospital of Soochow University, Changzhou, China
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10
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Klapproth S, Meyer L, Kniep H, Bechstein M, Kyselyova A, Hanning U, Schön G, Rimmele L, Fiehler J, Broocks G. Effect of short- versus long-term serum glucose levels on early ischemic water homeostasis and functional outcome in patients with large vessel occlusion stroke. Eur J Neurol 2024; 31:e16166. [PMID: 38015448 PMCID: PMC11235831 DOI: 10.1111/ene.16166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 11/08/2023] [Accepted: 11/09/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND AND PURPOSE In ischemic stroke, the impact of short- versus long-term blood glucose level (BGL) on early lesion pathophysiology and functional outcome has not been assessed. The purpose of this study was to directly compare the effect of long-term blood glucose (glycated hemoglobin [HbA1c]) versus serum BGL on early edema formation and functional outcome. METHODS Anterior circulation ischemic stroke patients who underwent mechanical thrombectomy after multimodal computed tomography (CT) on admission were analyzed. Endpoints were early ischemic cerebral edema, measured by quantitative net water uptake (NWU) on initial CT and functional independence at Day 90. RESULTS A total of 345 patients were included. Patients with functional independence had significantly lower baseline NWU (3.1% vs. 8.3%; p < 0.001) and lower BGL (113 vs. 123 mg/dL; p < 0.001) than those without functional independence, while HbA1c levels did not differ significantly (5.7% vs. 5.8%; p = 0.15). A significant association was found for NWU and BGL (ß = 0.02, 95% confidence interval [CI] 0.006-0.03; p = 0.002), but not for HbA1c and NWU (ß = -0.16, 95% CI -0.53-0.21; p = 0.39). Mediation analysis showed that 67% of the effect of BGL on functional outcome was mediated by early edema formation. CONCLUSION Aggravated early edema and worse functional outcome was associated with elevated short-term serum BGL, but not with HbA1c levels. Hence, the link between short-term BGL and early edema development might be used as a target for adjuvant therapy in patients with ischemic stroke.
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Affiliation(s)
- Susan Klapproth
- Department of Diagnostic and Interventional NeuroradiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Lukas Meyer
- Department of Diagnostic and Interventional NeuroradiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Helge Kniep
- Department of Diagnostic and Interventional NeuroradiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Matthias Bechstein
- Department of Diagnostic and Interventional NeuroradiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Anna Kyselyova
- Department of Diagnostic and Interventional NeuroradiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Uta Hanning
- Department of Diagnostic and Interventional NeuroradiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Gerhard Schön
- Institute of Medical Biometry and EpidemiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Leander Rimmele
- Department of NeurologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Jens Fiehler
- Department of Diagnostic and Interventional NeuroradiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Gabriel Broocks
- Department of Diagnostic and Interventional NeuroradiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
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Gendosz de Carrillo D, Kocikowska O, Rak M, Krzan A, Student S, Jędrzejowska-Szypułka H, Pawletko K, Lasek-Bal A. The Relevance of Reperfusion Stroke Therapy for miR-9-3p and miR-9-5p Expression in Acute Stroke-A Preliminary Study. Int J Mol Sci 2024; 25:2766. [PMID: 38474013 DOI: 10.3390/ijms25052766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/21/2024] [Accepted: 02/22/2024] [Indexed: 03/14/2024] Open
Abstract
Reperfusion stroke therapy is a modern treatment that involves thrombolysis and the mechanical removal of thrombus from the extracranial and/or cerebral arteries, thereby increasing penumbra reperfusion. After reperfusion therapy, 46% of patients are able to live independently 3 months after stroke onset. MicroRNAs (miRNAs) are essential regulators in the development of cerebral ischemia/reperfusion injury and the efficacy of the applied treatment. The first aim of this study was to examine the change in serum miRNA levels via next-generation sequencing (NGS) 10 days after the onset of acute stroke and reperfusion treatment. Next, the predictive values of the bioinformatics analysis of miRNA gene targets for the assessment of brain ischemic response to reperfusion treatment were explored. Human serum samples were collected from patients on days 1 and 10 after stroke onset and reperfusion treatment. The samples were subjected to NGS and then validated using qRT-PCR. Differentially expressed miRNAs (DEmiRNAs) were used for enrichment analysis. Hsa-miR-9-3p and hsa-miR-9-5p expression were downregulated on day 10 compared to reperfusion treatment on day 1 after stroke. The functional analysis of miRNA target genes revealed a strong association between the identified miRNA and stroke-related biological processes related to neuroregeneration signaling pathways. Hsa-miR-9-3p and hsa-miR-9-5p are potential candidates for the further exploration of reperfusion treatment efficacy in stroke patients.
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Affiliation(s)
- Daria Gendosz de Carrillo
- Department of Physiology, Faculty of Medicine, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
- Department of Histology and Cell Pathology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
| | - Olga Kocikowska
- Department of Physiology, Faculty of Medicine, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
- Department of Engineering and Systems Biology, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, 44-100 Gliwice, Poland
| | - Małgorzata Rak
- Department of Physiology, Faculty of Medicine, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
| | - Aleksandra Krzan
- Department of Neurology, School of Health Sciences, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
- Department of Neurology, Upper-Silesian Medical Center of the Silesian Medical University, 40-752 Katowice, Poland
| | - Sebastian Student
- Department of Engineering and Systems Biology, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, 44-100 Gliwice, Poland
- Biotechnology Centre, Silesian University of Technology, 44-100 Gliwice, Poland
| | - Halina Jędrzejowska-Szypułka
- Department of Physiology, Faculty of Medicine, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
| | - Katarzyna Pawletko
- Department of Physiology, Faculty of Medicine, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
- Department for Experimental Medicine, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
| | - Anetta Lasek-Bal
- Department of Neurology, School of Health Sciences, Medical University of Silesia in Katowice, 40-752 Katowice, Poland
- Department of Neurology, Upper-Silesian Medical Center of the Silesian Medical University, 40-752 Katowice, Poland
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Lasek-Bal A, Rybicki W, Student S, Puz P, Krzan A, Derra A. Direct Exposure to Outdoor Air Pollution Worsens the Functional Status of Stroke Patients Treated with Mechanical Thrombectomy. J Clin Med 2024; 13:746. [PMID: 38337439 PMCID: PMC10856015 DOI: 10.3390/jcm13030746] [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: 12/20/2023] [Revised: 01/14/2024] [Accepted: 01/24/2024] [Indexed: 02/12/2024] Open
Abstract
Background The effect of air pollutants on the functional status of stroke patients in short-term follow-up is unknown. The aim of this study was to evaluate the effect of air pollution occurring in the stroke period and during hospitalization on the functional status of patients undergoing mechanical thrombectomy (MT). Methods Our study included stroke patients for which the individual-level exposure to ambient levels of O3, CO, SO2, NO2, PM2.5, and PM10 during the acute stroke period was assessed. The correlations between the air pollutants' concentration and the patients' functional state were analyzed. A total of 499 stroke patients (mean age: 70) were qualified. Results The CO concentration at day of stroke onset was found to be significant regarding the functional state of patients on the 10th day (OR 0.014 95% CI 0-0.908, p = 0.048). The parameters which increased the risk of death in the first 10 days were as follows: NIHSS (OR 1.27; 95% CI 1.15-1.42; p < 0.001), intracranial bleeding (OR 4.08; 95% CI 1.75-9.76; p = 0.001), and SO2 concentration on day 2 (OR 1.21; 95% CI 1.02-1.47; p = 0.03). The parameters which increased the mortality rate within 90 days include age (OR 1.07; 95% CI 1.02-1.13; p = 0.005) and NIHSS (OR 1.37; 95% CI 1.19-1.63; p < 0.001). Conclusions Exposure to air pollution with CO and SO2 during the acute stroke phase has adverse effects on the patients' functional status. A combination of parameters, such as neurological state, hemorrhagic transformation, and SO2 exposure, is unfavorable in terms of the risk of death during a hospitalization due to stroke. The risk of a worsened functional status of patients in the first month of stroke rises along with the increase in particulate matter concentrations within the first days of stroke.
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Affiliation(s)
- Anetta Lasek-Bal
- Department of Neurology, School of Health Sciences, Medical University of Silesia in Katowice, 40-055 Katowice, Poland; (P.P.); (A.K.)
- Department of Neurology, Upper-Silesian Medical Centre of the Silesian Medical University in Katowice, 40-635 Katowice, Poland; (W.R.); (A.D.)
| | - Wiktor Rybicki
- Department of Neurology, Upper-Silesian Medical Centre of the Silesian Medical University in Katowice, 40-635 Katowice, Poland; (W.R.); (A.D.)
| | - Sebastian Student
- Faculty of Automatic Control Electronics and Computer Science, Silesian University of Technology, 44-100 Gliwice, Poland;
- Biotechnology Center, Silesian University of Technology, 44-100 Gliwice, Poland
| | - Przemysław Puz
- Department of Neurology, School of Health Sciences, Medical University of Silesia in Katowice, 40-055 Katowice, Poland; (P.P.); (A.K.)
- Department of Neurology, Upper-Silesian Medical Centre of the Silesian Medical University in Katowice, 40-635 Katowice, Poland; (W.R.); (A.D.)
| | - Aleksandra Krzan
- Department of Neurology, School of Health Sciences, Medical University of Silesia in Katowice, 40-055 Katowice, Poland; (P.P.); (A.K.)
- Department of Neurology, Upper-Silesian Medical Centre of the Silesian Medical University in Katowice, 40-635 Katowice, Poland; (W.R.); (A.D.)
| | - Aleksandra Derra
- Department of Neurology, Upper-Silesian Medical Centre of the Silesian Medical University in Katowice, 40-635 Katowice, Poland; (W.R.); (A.D.)
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Huang X, Chen C, Wang H, Cai Q, Li Z, Xu J, Yuan L, Xu X, Yang Q, Zhou Z, Liu X. The ACORNS grading scale: a novel tool for the prediction of malignant brain edema after endovascular thrombectomy. J Neurointerv Surg 2023; 15:e190-e197. [PMID: 36207112 PMCID: PMC10646923 DOI: 10.1136/jnis-2022-019404] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/22/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND To develop and validate a novel tool for predicting the development of malignant brain edema (MBE) in large vessel occlusion stroke patients after endovascular thrombectomy (EVT). METHODS We used a prospectively registered population of EVT patients from three comprehensive stroke centers. The population was randomly divided into two subsets (7:3): a training cohort and an internal validation cohort. External validation was performed using the Endovascular Treatment for Acute Anterior Circulation Ischemic Stroke Registry in China (ACTUAL) database. MBE was defined as (1) hypodense parenchyma in at least 50% of the middle cerebral artery and signs of local brain swelling, and (2) a midline shift of ≥5 mm at the septum pellucidum or pineal gland with obliteration of the basal cisterns. The model was constructed using logistic regression analysis. The performance of the model was examined in terms of discrimination and calibration. RESULTS After adjusting for other confounders, baseline National Institutes of Health Stroke Scale (NIHSS) and Alberta Stroke Program Early CT (ASPECT) scores, a clinical history of hypertension, collateral status, intravenous thrombolysis before thrombectomy, fasting blood glucose, reperfusion status, and occlusion site were found to be independent predictors of MBE. These variables were combined to create the ACORNS grading scale. The areas under the curve in receiver operating curve analysis were 0.850 (95% CI 0.816 to 0.884), 0.874 (95% CI 0.821 to 0.926), and 0.785 (95% CI 0.740 to 0.829) for the training, internal validation, and external validation cohorts, respectively, indicating good discriminative performance in the validation cohorts. CONCLUSIONS The ACORNS grading scale is an accurate and easily applicable model for the prediction of the development of MBE after EVT.
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Affiliation(s)
- Xianjun Huang
- Department of Neurology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui Province, China
| | - Chu Chen
- Department of Neurology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui Province, China
| | - Huaiming Wang
- Department of Neurology, The 80th Group Army Hospital of the People's Liberation Army, Weifang, Shandong Province, China
- Department of Neurology, Medical School of Nanjing University, Nanjing, Jiangsu Province, China
| | - Qiankun Cai
- Department of Neurology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China
| | - Zibao Li
- Department of Neurology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui Province, China
| | - Junfeng Xu
- Department of Neurology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui Province, China
| | - Lili Yuan
- Department of Neurology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui Province, China
| | - Xiangjun Xu
- Department of Neurology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui Province, China
| | - Qian Yang
- Department of Neurology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui Province, China
| | - Zhiming Zhou
- Department of Neurology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui Province, China
| | - Xinfeng Liu
- Department of Neurology, Medical School of Nanjing University, Nanjing, Jiangsu Province, China
- Stroke Center & Department of Neurology, University of Science and Technology of China, Hefei, Anhui Province, China
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14
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Kniep H, Meyer L, Broocks G, Bechstein M, Guerreiro H, Winkelmeier L, Brekenfeld C, Flottmann F, Deb-Chatterji M, Alegiani A, Hanning U, Thomalla G, Fiehler J, Gellißen S. Predictors of functional outcome after thrombectomy for M2 occlusions: a large scale experience from clinical practice. Sci Rep 2023; 13:18740. [PMID: 37907482 PMCID: PMC10618211 DOI: 10.1038/s41598-023-45232-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 10/17/2023] [Indexed: 11/02/2023] Open
Abstract
Mechanical thrombectomy (MT) for acute ischemic stroke with medium vessel occlusions is still a matter of debate. We sought to identify factors associated with clinical outcome after MT for M2-occlusions based on data from the German Stroke Registry-Endovascular Treatment (GSR-ET). All patients prospectively enrolled in the GSR-ET from 05/2015 to 12/2021 were analyzed (NCT03356392). Inclusion criteria were primary M2-occlusions and availability of relevant clinical data. Factors associated with excellent/good outcome (modified Rankin scale mRS 0-1/0-2), poor outcome/death (mRS 5-6) and mRS-increase pre-stroke to day 90 were determined in multivariable logistic regression. 1348 patients were included. 1128(84%) had successful recanalization, 595(44%) achieved good outcome, 402 (30%) had poor outcome. Successful recanalization (odds ratio [OR] 4.27 [95% confidence interval 3.12-5.91], p < 0.001), higher Alberta stroke program early CT score (OR 1.25 [1.18-1.32], p < 0.001) and i.v. thrombolysis (OR 1.28 [1.07-1.54], p < 0.01) increased probability of good outcome, while age (OR 0.95 [0.94-0.95], p < 0.001), higher pre-stroke-mRS (OR 0.36 [0.31-0.40], p < 0.001), higher baseline NIHSS (OR 0.89 [0.88-0.91], p < 0.001), diabetes (OR 0.52 [0.42-0.64], p < 0.001), higher number of passes (OR 0.75 [0.70-0.80], p < 0.001) and intracranial hemorrhage (OR 0.26 [0.14-0.46], p < 0.001) decreased the probability of good outcome. Additional predictors of mRS-increase pre-stroke to 90d were dissections, perforations (OR 1.59 [1.11-2.29], p < 0.05) and clot migration, embolization (OR 1.67 [1.21-2.30], p < 0.01). Corresponding to large-vessel-occlusions, younger age, low pre-stroke-mRS, low severity of acute clinical disability, i.v. thrombolysis and successful recanalization were associated with good outcome while diabetes and higher number of passes decreased probability of good outcome after MT in M2 occlusions. Treatment related complications increased probability of mRS increase pre-stroke to 90d.
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Affiliation(s)
- Helge Kniep
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany.
| | - Lukas Meyer
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Gabriel Broocks
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Matthias Bechstein
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Helena Guerreiro
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Laurens Winkelmeier
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Caspar Brekenfeld
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Fabian Flottmann
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Milani Deb-Chatterji
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anna Alegiani
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Neurology, Asklepios Klinik Altona, Hamburg, Germany
| | - Uta Hanning
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Götz Thomalla
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jens Fiehler
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Susanne Gellißen
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
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Xie W, Ma X, Xu G, Wang Y, Huang W, Liu M, Sheng S, Yuan J, Wang J. Development and validation of a nomogram for the risk prediction of malignant cerebral edema after acute large hemispheric infarction involving the anterior circulation. Front Neurol 2023; 14:1221879. [PMID: 37780698 PMCID: PMC10538642 DOI: 10.3389/fneur.2023.1221879] [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: 05/24/2023] [Accepted: 08/18/2023] [Indexed: 10/03/2023] Open
Abstract
Background Malignant cerebral edema (MCE) is a life-threatening complication of large hemisphere infarction (LHI). Therefore, a fast, accurate, and convenient tool for predicting MCE can guide triage services and facilitate shared decision-making. In this study, we aimed to develop and validate a nomogram for the early prediction of MCE risk in acute LHI involving the anterior circulation and to understand the potential mechanism of MCE. Methods This retrospective study included 312 consecutive patients with LHI from 1 January 2019 to 28 February 2023. The patients were divided into MCE and non-MCE groups. MCE was defined as an obvious mass effect with ≥5 mm midline shift or basal cistern effacement. Least absolute shrinkage and selection operator (LASSO) and logistic regression were performed to explore the MCE-associated factors, including medical records, laboratory data, computed tomography (CT) scans, and independent clinic risk factors. The independent factors were further incorporated to construct a nomogram for MCE prediction. Results Among the 312 patients with LHI, 120 developed MCE. The following eight factors were independently associated with MCE: Glasgow Coma Scale score (p = 0.007), baseline National Institutes of Health Stroke Scale score (p = 0.006), Alberta Stroke Program Early CT Score (p < 0.001), admission monocyte count (p = 0.004), white blood cell count (p = 0.002), HbA1c level (p < 0.001), history of hypertension (p = 0.027), and history of atrial fibrillation (p = 0.114). These characteristics were further used to establish a nomogram for predicting prognosis. The nomogram achieved an AUC-ROC of 0.89 (95% CI, 0.82-0.96). Conclusion Our nomogram based on LASSO-logistic regression is accurate and useful for the early prediction of MCE after LHI. This model can serve as a precise and practical tool for clinical decision-making in patients with LHI who may require aggressive therapeutic approaches.
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Affiliation(s)
- Wei Xie
- Department of Neurology, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, China
| | - Xiaoming Ma
- North China University of Science and Technology, Tangshan, China
| | - Geman Xu
- Department of Neurology, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, China
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, China
| | - Yumei Wang
- Department of Neurology, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, China
| | - Wendie Huang
- Department of Neurology, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, China
| | - Meng Liu
- Department of Neurology, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, China
| | - Shiying Sheng
- Department of Neurology, The Third Affiliated Hospital of Soochow University, The First People's Hospital of Changzhou, Changzhou, China
| | - Jie Yuan
- Institution of Mental Health, North China University of Science and Technology, Tangshan, China
- Jitang College, North China University of Science and Technology, Tangshan, China
| | - Jing Wang
- Clinical Department, Tangshan Vocational and Technical College, Tangshan, China
- Tangshan Union Medical College Hospital, Tangshan, China
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16
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Pu M, Chen J, Chen Z, Li Z, Li Z, Tang Y, Li Q. Predictors and outcome of malignant cerebral edema after successful reperfusion in anterior circulation stroke. J Stroke Cerebrovasc Dis 2023; 32:107139. [PMID: 37105014 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107139] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 04/08/2023] [Accepted: 04/12/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Risk factors and predictors of malignant cerebral edema (MCE) after successful endovascular thrombectomy (EVT) were not fully explored. This study aimed to evaluate the incidence and risk factors of MCE after successful reperfusion. METHODS We retrospectively analyzed consecutive ischemic stroke patients who underwent EVT in our institution from November 2015 to April 2022. Patients who failed to achieve successful reperfusion (modified thrombolysis in cerebral infarction [mTICI]<2b) were excluded. Based on multivariate logistic models, the best-fit monogram was established. The discriminative performance was assessed by the receiver operating characteristics curve (ROC). RESULTS A total of 307 patients were included and 48 (15.6%) were diagnosed with MCE after successful reperfusion. Patients with MCE after successful reperfusion had a lower 3-month favorable outcome (15.2% versus 59.6%; p<0.001), a lower 3-month good outcome (17.4% versus 68.4%; p<0.001), and a higher rate of mortality at 3-month (54.3% versus 8.8%; p<0.001) compared with patients without MCE. Predictors of MCE after successful reperfusion included admission glucose level, baseline National Institutes of Health Stroke Scale (NIHSS) score, stroke etiology, occlusion site and puncture-to-reperfusion (PTR) time>120 min. The area under the curve (AUC) of the nomogram was 0.805 (95% CI, 0.756-0.847). CONCLUSIONS MCE after successful reperfusion is associated with poor outcome and mortality. A nomogram containing admission glucose level, baseline NIHSS score, stroke etiology, occlusion site and PTR time>120 min may predict the risk of MCE after successful reperfusion in patients with acute ischemic stroke and treated successfully with EVT.
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Affiliation(s)
- Mingjun Pu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang 621000, China
| | - Jun Chen
- Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang 621000, China
| | - Zhonglun Chen
- Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang 621000, China
| | - Zhaokun Li
- Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang 621000, China
| | - Zuoqiao Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yufeng Tang
- Mianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang 621000, China.
| | - Qi Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
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17
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Huang P, Yi X. Effect of admission serum glucose on the clinical prognosis of patients with acute ischemic stroke receiving alteplase intravenous thrombolysis. Int J Immunopathol Pharmacol 2023; 37:3946320231204597. [PMID: 37771034 PMCID: PMC10540570 DOI: 10.1177/03946320231204597] [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: 06/25/2023] [Accepted: 09/13/2023] [Indexed: 09/30/2023] Open
Abstract
Objective: To investigate the effect of admission serum glucose on the clinical prognosis of patients with acute ischemic stroke receiving intravenous alteplase thrombolysis. Methods: Patients with acute ischemic stroke who received intravenous alteplase thrombolysis between January 2016 and December 2017 were enrolled. The clinical prognosis was assessed using the modified Rankin Scale (mRs) at 90 days after onset. Univariate and multivariate logistic regression analyses were conducted to investigate whether admission serum glucose was an independent factor in the 90-day prognosis. The predictive value of admission serum glucose for a 90-day poor prognosis was evaluated using receiver operating characteristic (ROC) curves. All patients were divided into two groups based on admission serum glucose levels: high admission serum glucose (above the cut-off value) and low admission serum glucose (below the cut-off value). The 90-day prognosis of patients with different admission serum glucose was analyzed. Results: A total of 138 patients were enrolled, including 79 males (57.24%), with a mean age of (68 ± 12) years and a median baseline National Institutes of Health Stroke Scale (NIHSS) score of 9 (6 to 13.75). There were 74 cases (53.62%) in the good prognosis group and 64 cases (46.37%) in the poor prognosis group. The results of the univariate analysis indicated that admission serum glucose in the good prognosis group was significantly lower than that in the poor prognosis group [(7.45 ± 2.31) versus (8.80 ± 3.65), p < .05]. Logistic regression analysis revealed that the admission serum glucose level was an independent risk factor for clinical prognosis at 90 days after onset (OR = 1.24, 95% CI:1.01-1.52). ROC curve analysis showed that the cutoff value of admission serum glucose for predicting poor prognosis 90 days after intravenous thrombolytic therapy with alteplase was 6.77 mmol/l AUC (area under curve) 0.623, 95%CI: 0.53-0.72, sensitivity 68.80%, specificity 52.70%. When compared with the admission serum glucose ≥6.77 mmol/l group (83 cases), the 90-day mRS scores in the admission serum glucose <6.77 mmol/l group (55 cases) were lower [3 (1 to 5) scores versus 1 (0 to 3) scores, Z = 2.89, p < .05]. Conclusions: In patients with acute ischemic stroke receiving intravenous alteplase thrombolytic therapy, a higher admission serum glucose level is an independent predictor of adverse neurological outcomes at 90 days postoperatively.
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Affiliation(s)
- Pan Huang
- Department of Neurology, People’s Hospital of Deyang City, Deyang, China
| | - Xingyang Yi
- Department of Neurology, People’s Hospital of Deyang City, Deyang, China
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18
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Hu R, Zhang D, Hu Z, Chen Y, Li L. Serum inflammatory cell adhesion molecules predict malignant cerebral edema and clinical outcome early after mechanical thrombectomy in stroke. Clin Neurol Neurosurg 2022; 223:107507. [DOI: 10.1016/j.clineuro.2022.107507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Revised: 08/11/2022] [Accepted: 10/31/2022] [Indexed: 11/06/2022]
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19
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Liu C, Zhu XP, Zhu XW, Jiang YM, Xi GJ, Xu L. The acute-to-chronic glycemic ratio correlates with the severity of illness at admission in patients with diabetes experiencing acute ischemic stroke. Front Neurol 2022; 13:938612. [DOI: 10.3389/fneur.2022.938612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 09/26/2022] [Indexed: 11/09/2022] Open
Abstract
Acute hyperglycemia is a powerful indicator of the severity of acute ischemic stroke (AIS); however, the relationship between these two factors is not very clear in patients with diabetes. We aimed to retrospectively evaluate data from 335 consecutive patients who experienced AIS from November 2015 to November 2016 to investigate whether a comprehensive assessment of blood glucose levels is a more valuable indicator of the severity of AIS or the presence of acute hyperglycemia in patients with diabetes. We collected demographic data, clinical manifestation information, clinical scores, and laboratory data [including fasting blood glucose and glycated hemoglobin (HbA1c) levels]. We estimated prehospital mean blood glucose concentrations using the following formula [1.59 * HbA1c (%) – 2.59] to calculate the “Acute-to-Chronic Glycemic Ratio” (AC ratio). The AC ratio differed significantly among patients grouped according to the National Institutes of Health Stroke Scale/Score (NIHSS) at admission (admission NIHSS) (p = 0.006). Univariate regression analysis revealed a correlation between the AC ratio and admission NIHSS [standardized β-coefficient (Std. B) = 0.164, p = 0.004]. The adjusted linear regression analysis revealed a correlation between both HbA1c (Std. B = 0.368, p = 0.038) and the AC ratio (Std. B = 0.262, p = 0.022) and admission NIHSS. The AC ratio (Std. B = 0.161, p = 0.012) was related to admission NIHSS in the stepwise variable selection. For an admission NIHHS > 4, the AC ratio (Std. B = 0.186, p = 0.047) was related to admission NIHSS in the stepwise variable selection. The AC ratio (Std. B = 1.163, p = 0.006 and Std. B = 0.565, p = 0.021, respectively) were related to admission NIHSS in both large-artery atherosclerosis (LAA) and small-vessel occlusion (SVO) subgroups. Thus, the AC ratio is related to admission NIHSS in patients with diabetes who experienced AIS and may be a better indicator of severity than acute blood glucose levels.
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20
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Zhou Y, Wang Z, Ospel J, Goyal M, McDonough R, Yang P, Zhang Y, Zhang L, Ye X, Wei F, Su D, Lu H, Que X, Han H, Li T, Liu J. Effect of Admission Hyperglycemia on Safety and Efficacy of Intravenous Alteplase Before Thrombectomy in Ischemic Stroke: Post-hoc Analysis of the DIRECT-MT trial. Neurotherapeutics 2022; 19:1932-1941. [PMID: 36151441 PMCID: PMC9723076 DOI: 10.1007/s13311-022-01281-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2022] [Indexed: 12/14/2022] Open
Abstract
Hyperglycemia is associated with decreased recanalization probability and increased risk of hemorrhagic complications for stroke patients treated with intravenous alteplase. However, whether hyperglycemia modifies alteplase treatment effect on clinical outcome in patients with large vessel occlusion stroke undergoing endovascular thrombectomy is uncertain. We conducted this study to determine a possible interaction effect between admission hyperglycemia and intravenous alteplase prior to thrombectomy in patients with large vessel occlusion stroke. In this post-hoc analysis of a randomized trial (DIRECT-MT) comparing intravenous alteplase before endovascular treatment vs. endovascular treatment only, 649 with available baseline glucose measurements were included. The treatment-by-admission hyperglycemia (defined as plasma glucose levels ≥ 7.8 mmol/L [140 mg/dL]) interaction was assessed using logistic regression models. As a result, among 649 patients included, 224 (34.5%) were hyperglycemic at admission. There was evidence of alteplase treatment effect modification by hyperglycemia (Pinteraction = 0.025). In patients without hyperglycemia, combination therapy was associated with better outcomes compared to mechanical thrombectomy alone (adjusted common odd ratio [acOR] 1.46, 95% CI [1.04-2.07]), but not in hyperglycemic patients (acOR 0.74, 95% CI [0.46-1.20]). Combination therapy led to an absolute increase of 6% excellent outcome (mRS 0-1) in non-hyperglycemic patients (aOR 1.71, 95% CI [1.05-2.79]), but resulted in a 12.3% absolute decrease (aOR 0.42 [95% CI, 0.19-0.95] in hyperglycemic patients (Pinteraction = 0.003). In conclusion, for large vessel occlusion patients directly presenting to a thrombectomy-capable hospital, hyperglycemia modified combination treatment effect on clinical outcome. Combination therapy was beneficial in patients without hyperglycemia, while thrombectomy alone may be preferred in hyperglycemic patients. Further studies are needed to confirm this result.Trial Registration Information: clinicaltrials.gov Identifier: NCT03469206.
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Affiliation(s)
- Yu Zhou
- Neurovascular Center, Naval Medical University Changhai Hospital, Shanghai, China
| | - Zijun Wang
- Department of Neurology, The Third Affiliated Hospital of Guangxi Medical University), The Second Nanning People's Hospital, Nanning, China
| | - Johanna Ospel
- Department of Radiology, University Hospital Basel, Basel, Switzerland
| | - Mayank Goyal
- Department of Clinical Neurosciences and Diagnostic Imaging, University of Calgary Cumming School of Medicine, Calgary, Canada
| | - Rosalie McDonough
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg Eppendorf, Hamburg, Germany
| | - Pengfei Yang
- Neurovascular Center, Naval Medical University Changhai Hospital, Shanghai, China
| | - Yongwei Zhang
- Neurovascular Center, Naval Medical University Changhai Hospital, Shanghai, China
| | - Lei Zhang
- Neurovascular Center, Naval Medical University Changhai Hospital, Shanghai, China
| | - Xiaofei Ye
- Health Statistics Department, Naval Medical University, Shanghai, China
| | - Fulai Wei
- Department of Neurology, The Third Affiliated Hospital of Guangxi Medical University), The Second Nanning People's Hospital, Nanning, China
| | - Dajing Su
- Department of Neurology, The Third Affiliated Hospital of Guangxi Medical University), The Second Nanning People's Hospital, Nanning, China
| | - Huawen Lu
- Department of Neurology, The Third Affiliated Hospital of Guangxi Medical University), The Second Nanning People's Hospital, Nanning, China
| | - Xianting Que
- Department of Neurology, The Third Affiliated Hospital of Guangxi Medical University), The Second Nanning People's Hospital, Nanning, China
| | - Hongxin Han
- Department of Neurology, LinYi People's Hospital, Linyi, Shandong, China
| | - Tong Li
- Department of Neurology, The Third Affiliated Hospital of Guangxi Medical University), The Second Nanning People's Hospital, Nanning, China.
| | - Jianmin Liu
- Neurovascular Center, Naval Medical University Changhai Hospital, Shanghai, China
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21
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Liu Z, Lin X, Lin W, Lu Q, Liu P, Wang J, Liu Y, Chang Q, Wang Y, Song C, Wang F, Shi Y, Wang Q, Liu G, Tian Y, Wu S. A J-Shaped Curve Relationship Between Baseline Fasting Blood Glucose and 1-Year Stroke Recurrence in Non-diabetic Patients With Acute Cerebral Infarction in Xi'an, China: A Multicenter Observational Cohort Study. Front Neurol 2022; 12:698793. [PMID: 35126276 PMCID: PMC8810505 DOI: 10.3389/fneur.2021.698793] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 12/21/2021] [Indexed: 11/17/2022] Open
Abstract
Background The relationship between baseline fasting blood glucose (FBG) levels and 1-year stroke recurrence in non-diabetic patients with acute cerebral infarction (ACI) is unclear. We aimed to clarify this relationship in non-diabetic patients with ACI. Methods Baseline FBG levels and related information of the patients were collected at admission and the events of stroke recurrence were followed up 1, 3, 6, and 12 months after the patients were discharged. Baseline FBG levels were analyzed as continuous variables and quartiles (Q1–Q4). Multivariate Cox regression models and a two-piecewise linear regression model were used to investigate the relationship and determine the threshold effect between baseline FBG levels and 1-year stroke recurrence in non-diabetic patients with ACI. Results Overall, 1,634 non-diabetic patients with ACI were enrolled. After adjusting for potential confounding factors, the hazard is 2.24-fold higher in Q4 than those in Q2, being considered the reference in non-diabetic patients with ACI [hazard ratio (HR) = 2.24, 95%CI: 1.08–4.65, P = 0.031]. Plotting hazard ratios over baseline FBG levels suggested a J-shaped relationship for 1-year stroke recurrence. Further analysis revealed that the nadir value of baseline FBG levels is 4.6 mmol/L. The relationship was more significant in patients with atrial fibrillation than in those without (P for interaction = 0.009). Conclusion Lower and higher baseline FBG levels may lead to an increased risk of 1-year stroke recurrence in non-diabetic patients with ACI as shown by a J-shaped curve with a nadir value of 4.6 mmol/L.
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Affiliation(s)
- Zhongzhong Liu
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Xuemei Lin
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Wenjuan Lin
- College of Life Science, Northwest University, Xi'an, China
| | - Qingli Lu
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Pei Liu
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Jing Wang
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Yan Liu
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Qiaoqiao Chang
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Yan Wang
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Chensheng Song
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Fang Wang
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Yaling Shi
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Qing Wang
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Guozheng Liu
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
| | - Ye Tian
- Department of Neurology, The Affiliated Hospital of Northwest University (Xi'an No.3 Hospital), Xi'an, China
- Xi'an Key Laboratory of Cardiovascular and Cerebrovascular Diseases, The Affiliated Hospital of Northwest University (Xi'an No.3 Hospital), Xi'an, China
- *Correspondence: Ye Tian
| | - Songdi Wu
- Department of Neurology, The First Affiliated Hospital of Northwest University (Xi'an No.1 Hospital), Xi'an, China
- College of Life Science, Northwest University, Xi'an, China
- Xi'an Key Laboratory of Cardiovascular and Cerebrovascular Diseases, The Affiliated Hospital of Northwest University (Xi'an No.3 Hospital), Xi'an, China
- Songdi Wu
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22
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Higher baseline blood glucose is associated with reduced likelihood for successful recanalization in patients with basilar artery occlusion. J Neurol 2022; 269:3286-3294. [PMID: 34984515 PMCID: PMC9120087 DOI: 10.1007/s00415-021-10948-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 12/22/2021] [Accepted: 12/23/2021] [Indexed: 11/21/2022]
Abstract
Purpose Evidence regarding the effect of mechanical thrombectomy (MT) of basilar artery occlusion (BAO) stroke is yet sparse. As successful recanalization has been suggested as major determinant of outcome, the early identification of modifiable factors associated with successful recanalization could be of importance to improve functional outcome. Hyperglycemia has been associated with enhanced thrombin generation and unfavorably altered clot features. Objective We hypothesized that serum baseline glucose is associated with likelihood of vessel recanalization mediated by collateral quality and clot burden in BAO stroke. Methods BAO stroke patients who received multimodal CT on admission were analyzed. The association of vessel recanalization defined using modified Thrombolysis in cerebral infarction scale (mTICI) scores 2b-3, and baseline imaging and clinical parameters were tested in logistic regression analyses. Collateral quality and clot burden were evaluated using the Basilar Artery on CT-Angiography (BATMAN) score. Results Out of 117 BAO patients, 91 patients (78%) underwent MT. In 70 patients (77%), successful recanalization could be achieved (mTICI 2b/3). In multivariable logistic regression analysis, only a higher BGL (aOR 0.97, 95% CI 0.96–0.99, p = 0.03) and higher BATMAN score (aOR 1.77, 95% CI 1.11–2.82, p = 0.02) were independently associated with vessel recanalization. Application of alteplase, or time from symptom onset-imaging revealed no independent association with recanalization status. Conclusion Higher BGL was significantly associated with reduced likelihood for recanalization success besides BATMAN score as a measure of collateral quality and clot burden. BGL could be tested as a modifiable parameter to increase likelihood for recanalization in BAO stroke, aiming to improve functional outcome. Supplementary Information The online version contains supplementary material available at 10.1007/s00415-021-10948-1.
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23
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Cannarsa GJ, Wessell AP, Chryssikos T, Stokum JA, Kim K, De Paula Carvalho H, Miller TR, Morris N, Badjatia N, Chaturvedi S, Gandhi D, Simard JM, Jindal G. Initial Stress Hyperglycemia Is Associated With Malignant Cerebral Edema, Hemorrhage, and Poor Functional Outcome After Mechanical Thrombectomy. Neurosurgery 2022; 90:66-71. [PMID: 34982872 DOI: 10.1227/neu.0000000000001735] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 08/10/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Malignant cerebral edema (MCE) and intracranial hemorrhage (ICH) are associated with poor neurological outcomes despite revascularization after mechanical thrombectomy (MT). The factors associated with the development of MCE and ICH after MT are not well understood. OBJECTIVE To determine periprocedural factors associated with MCE, ICH, and poor functional outcome. METHODS We retrospectively analyzed anterior cerebral circulation large vessel occlusion cases that underwent MT from 2012 to 2019 at a single Comprehensive Stroke Center. Multivariate logistic regression analyses were performed to determine significant predictors of MCE, ICH, and poor functional outcome (modified Rankin Scale, 3-6) at 90 d. RESULTS Four hundred patients were included. Significant independent predictors of MCE after MT included initial stress glucose ratio (iSGR) (odds ratio [OR], 14.26; 95% CI, 3.82-53.26; P < .001), National Institutes of Health Stroke Scale (NIHSS) (OR, 1.10; 95% CI, 1.03-1.18; P = .008), internal carotid artery compared with M1 or M2 occlusion, and absence of successful revascularization (OR, 0.16; 95% CI, 0.06-0.44; P < .001). Significant independent predictors of poor functional outcome included MCE (OR, 7.47; 95% CI, 2.20-25.37; P = .001), iSGR (OR, 5.15; 95% CI, 1.82-14.53; P = .002), ICH (OR, 4.77; 95% CI, 1.20-18.69; P = .024), NIHSS (OR, 1.10; 95% CI, 1.05-1.16; P < .001), age (OR, 1.04; 95% CI, 1.03-1.07; P < .001), and thrombolysis in cerebral infarction 2C/3 recanalization (OR, 0.12; 95% CI, 0.05-0.29; P < .001). CONCLUSION Elevated iSGR significantly increases the risk of MCE and ICH and is an independent predictor of poor functional outcome. Thrombolysis in cerebral infarction 2C/3 revascularization is associated with reduced risk of MCE, ICH, and poor functional outcome. Whether stress hyperglycemia represents a modifiable risk factor is uncertain, and further investigation is warranted.
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Affiliation(s)
- Gregory J Cannarsa
- Department of Neurosurgery, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Aaron P Wessell
- Department of Neurosurgery, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Timothy Chryssikos
- Department of Neurosurgery, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Jesse A Stokum
- Department of Neurosurgery, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Kevin Kim
- University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Helio De Paula Carvalho
- Division of Interventional Neuroradiology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Timothy R Miller
- Division of Interventional Neuroradiology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Nicholas Morris
- Program in Trauma, Department of Neurology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Neeraj Badjatia
- Program in Trauma, Department of Neurology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Seemant Chaturvedi
- Program in Trauma, Department of Neurology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Dheeraj Gandhi
- Division of Interventional Neuroradiology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - J Marc Simard
- Department of Neurosurgery, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Gaurav Jindal
- Division of Interventional Neuroradiology, University of Maryland Medical Center, Baltimore, Maryland, USA
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24
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Krishnan R, Mays W, Elijovich L. Complications of Mechanical Thrombectomy in Acute Ischemic Stroke. Neurology 2021; 97:S115-S125. [PMID: 34785610 DOI: 10.1212/wnl.0000000000012803] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 06/23/2021] [Indexed: 01/01/2023] Open
Abstract
Multiple randomized clinical trials have supported the use of mechanical thrombectomy (MT) as standard of care in the treatment of large vessel occlusion acute ischemic stroke. Optimal outcomes depend not only on early reperfusion therapy but also on post thrombectomy care. Early recognition of post MT complications including reperfusion hemorrhage, cerebral edema and large space occupying infarcts, and access site complications can guide early initiation of lifesaving therapies that can improve neurologic outcomes. Knowledge of common complications and their management is essential for stroke neurologists and critical care providers to ensure optimal outcomes. We present a review of the available literature evaluating the common complications in patients undergoing MT with emphasis on early recognition and management.
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Affiliation(s)
- Rashi Krishnan
- From the Department of Neurology, University of Tennessee Health Science Center, Memphis
| | - William Mays
- From the Department of Neurology, University of Tennessee Health Science Center, Memphis
| | - Lucas Elijovich
- From the Department of Neurology, University of Tennessee Health Science Center, Memphis.
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25
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Ng FC, Churilov L, Yassi N, Kleinig TJ, Thijs V, Wu TY, Shah D, Dewey HM, Sharma G, Desmond PM, Yan B, Parsons MW, Donnan GA, Davis SM, Mitchell PJ, Campbell BC. Association between pre-treatment perfusion profile and cerebral edema after reperfusion therapies in ischemic stroke. J Cereb Blood Flow Metab 2021; 41:2887-2896. [PMID: 33993795 PMCID: PMC8756469 DOI: 10.1177/0271678x211017696] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The relationship between reperfusion and edema is unclear, with experimental and clinical data yielding conflicting results. We investigated whether the extent of salvageable and irreversibly-injured tissue at baseline influenced the effect of therapeutic reperfusion on cerebral edema. In a pooled analysis of 415 patients with anterior circulation large vessel occlusion from the Tenecteplase-versus-Alteplase-before-Endovascular-Therapy-for-Ischemic-Stroke (EXTEND-IA TNK) part 1 and 2 trials, associations between core and mismatch volume on pre-treatment CT-Perfusion with cerebral edema at 24-hours, and their interactions with reperfusion were tested. Core volume was associated with increased edema (p < 0.001) with no significant interaction with reperfusion (p = 0.82). In comparison, a significant interaction between reperfusion and mismatch volume (p = 0.03) was observed: Mismatch volume was associated with increased edema in the absence of reperfusion (p = 0.009) but not with reperfusion (p = 0.27). When mismatch volume was dichotomized at the median (102 ml), reperfusion was associated with reduced edema in patients with large mismatch volume (p < 0.001) but not with smaller mismatch volume (p = 0.35). The effect of reperfusion on edema may be variable and dependent on the physiological state of the cerebral tissue. In patients with small to moderate ischemic core volume, the benefit of reperfusion in reducing edema is related to penumbral salvage.
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Affiliation(s)
- Felix C Ng
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.,Department of Neurology, Austin Hospital, Austin Health, Heidelberg, Australia
| | - Leonid Churilov
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.,The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Australia.,Department of Medicine (Austin Health), The University of Melbourne, Heidelberg, Victoria, Australia
| | - Nawaf Yassi
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.,Population Health and Immunity Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Australia
| | - Timothy J Kleinig
- Department of Neurology, Royal Adelaide Hospital, Adelaide, Australia
| | - Vincent Thijs
- Department of Neurology, Austin Hospital, Austin Health, Heidelberg, Australia.,The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Australia
| | - Teddy Y Wu
- Department of Neurology, Christchurch Hospital, Christchurch, New Zealand
| | - Darshan Shah
- Department of Neurology, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Helen M Dewey
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Australia.,Eastern Health and Eastern Health Clinical School, Department of Neurosciences, Monash University, Clayton, Australia
| | - Gagan Sharma
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Patricia M Desmond
- Department of Radiology, the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Bernard Yan
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.,Department of Radiology, the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Mark W Parsons
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Geoffrey A Donnan
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Stephen M Davis
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Peter J Mitchell
- Department of Radiology, the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Bruce Cv Campbell
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.,The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Australia
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26
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Kim ID, Cave JW, Cho S. Aflibercept, a VEGF (Vascular Endothelial Growth Factor)-Trap, Reduces Vascular Permeability and Stroke-Induced Brain Swelling in Obese Mice. Stroke 2021; 52:2637-2648. [PMID: 34192895 PMCID: PMC8312568 DOI: 10.1161/strokeaha.121.034362] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/01/2021] [Accepted: 04/14/2021] [Indexed: 12/27/2022]
Abstract
Background and Purpose Brain edema is an important underlying pathology in acute stroke, especially when comorbidities are present. VEGF (Vascular endothelial growth factor) signaling is implicated in edema. This study investigated whether obesity impacts VEGF signaling and brain edema, as well as whether VEGF inhibition alters stroke outcome in obese subjects. Methods High-fat diet-induced obese mice were subjected to a transient middle cerebral artery occlusion. VEGF-A and VEGFR2 (receptor) expression, infarct volume, and swelling were measured 3 days post-middle cerebral artery occlusion. To validate the effect of an anti-VEGF strategy, we used aflibercept, a fusion protein that has a VEGF-binding domain and acts as a decoy receptor, in human umbilical vein endothelial cells stimulated with rVEGF (recombinant VEGF; 50 ng/mL) for permeability and tube formation. In vivo, aflibercept (10 mg/kg) or IgG control was administered in obese mice 3 hours after transient 30 minutes middle cerebral artery occlusion. Blood-brain barrier integrity was assessed by IgG staining and dextran extravasation in the postischemic brain. A separate cohort of nonobese (lean) mice was subjected to 40 minutes middle cerebral artery occlusion to test the effect of aflibercept on malignant infarction. Results Compared with lean mice, obese mice had increased mortality, infarct volume, swelling, and blood-brain barrier disruption. These outcomes were also associated with increased VEGF-A and VEGFR2 expression. Aflibercept reduced VEGF-A-stimulated permeability and tube formation in human umbilical vein endothelial cells. Compared with the IgG-treated controls, mice treated with aflibercept had reduced mortality rates (40% versus 17%), hemorrhagic transformation (43% versus 27%), and brain swelling (28% versus 18%), although the infarct size was similar. In nonobese mice with large stroke, aflibercept neither improved nor exacerbated stroke outcomes. Conclusions The study demonstrates that aflibercept selectively attenuates stroke-induced brain edema and vascular permeability in obese mice. These findings suggest the repurposing of aflibercept to reduce obesity-enhanced brain edema in acute stroke.
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Affiliation(s)
- Il-doo Kim
- Burke Neurological Institute, White Plains, NY (I.-d.K., S.C.)
| | | | - Sunghee Cho
- Burke Neurological Institute, White Plains, NY (I.-d.K., S.C.)
- Feil Brain Mind Research Institute, Weill Cornell Medicine, New York, NY (S.C.)
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Broocks G, McDonough R, Meyer L, Bechstein M, Dipl Ing HK, Schön G, Nawka MT, Fiehler J, Hanning U, Sporns P, Barow E, Minnerup J, Kemmling A. Reversible Ischemic Lesion Hypodensity in Acute Stroke CT Following Endovascular Reperfusion. Neurology 2021; 97:e1075-e1084. [PMID: 34261783 DOI: 10.1212/wnl.0000000000012484] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 06/16/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES In acute stroke, early ischemic lesion hypodensity in computed tomography (CT) is considered the imaging hallmark of brain infarction, representing a state of irreversible tissue damage with a continual increase of net water uptake. This dogma is however challenged by rare cases of apparently reversed early lesion hypodensity following complete reperfusion. The purpose of this study was to investigate the occurrence of reversible ischemic edema after endovascular treatment. METHODS 184 acute ischemic anterior circulation stroke patients were included after consecutive screening. Ischemic brain edema was determined using quantitative lesion net water uptake (NWU) in admission-CT and follow-up CT based on CT-densitometry and ΔNWU was calculated as the difference. The association of edema progression to imaging and clinical parameters was investigated. Clinical outcome was assessed using modified Ranking Scale (mRS) scores at day 90. RESULTS 27/184 patients (14.7%) showed edema arrest and 3 patients (1.6%) exhibited significant edema reversibility. Higher degree of recanalization (odds ratio (OR): 2.96, 95%CI: 1.46-6.01, p<0.01) and shorter time from imaging to recanalization (OR/hour: 0.32, 95%CI: 0.18-0.54, p<0.0001) were significantly associated with edema arrest or reversibility. Clinical outcome was significantly better in patients without edema progression (median mRS 2 versus mRS 5, p=0.004). DISCUSSION Albeit rare, lesion hypodensity considered to be representative of early infarct in acute stroke CT may be reversible following complete recanalization. Arrest of edema progression of acute brain infarct lesions may occur after successful rapid vessel recanalization, resulting in improved functional outcome. Future research is needed to investigate conditions where early revascularization may halt or even reverse vasogenic edema of ischemic tissue.
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Affiliation(s)
- Gabriel Broocks
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Rosalie McDonough
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Lukas Meyer
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias Bechstein
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Helge Kniep Dipl Ing
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gerhard Schön
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf
| | - Marie Teresa Nawka
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jens Fiehler
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Uta Hanning
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Peter Sporns
- Department of Neuroradiology, Universitaetsspital Basel, Basel, Switzerland
| | - Ewgenia Barow
- Department of Neurology, University Medical Center Hamburg-Eppendorf
| | - Jens Minnerup
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
| | - Andre Kemmling
- Department of Neuroradiology, University Hospital Schleswig-Holstein, Lübeck, Germany.,Department of Neuroradiology, Westpfalzklinikum, Kaiserslautern, Germany
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Nawabi J, Elsayed S, Scholz H, Kemmling A, Meyer L, Kniep H, Bechstein M, Flottmann F, Faizy TD, Schön G, Fiehler J, Hanning U, Broocks G. Interaction Effect of Baseline Serum Glucose and Early Ischemic Water Uptake on the Risk of Secondary Hemorrhage After Ischemic Stroke. Front Neurol 2021; 12:690193. [PMID: 34305796 PMCID: PMC8297562 DOI: 10.3389/fneur.2021.690193] [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: 04/02/2021] [Accepted: 06/02/2021] [Indexed: 11/30/2022] Open
Abstract
Background and Purpose: Intracerebral hemorrhage (ICH) after mechanical thrombectomy (MT) for acute ischemic stroke (AIS) remains a major complication and its early prediction is of high relevance. Baseline serum glucose (BGL) is a known predictor of ICH, but its interaction with early ischemic changes remains uncertain. We hypothesized that BGL interacts with the effect of tissue water uptake on the occurrence of ICH. Methods: Three hundred and thirty-six patients with acute ischemic stroke treated with MT were retrospectively analyzed. ICH was diagnosed within 24 h on non-enhanced CT (NECT) and classified according to the Heidelberg Bleeding Classification. Early tissue water homeostasis has been assessed using quantitative lesion net water uptake (NWU) on admission CT. Multivariate logistic regression was used to identify predictors of ICH. Results: One hundred and seven patients fulfilled the inclusion criteria of which 37 (34.6%) were diagnosed with ICH. Patients with ICH had a significant higher BGL on admission (median 177 mg/dl, IQR: 127-221.75, P < 0.001). In patients with low BGL (<120 mg/dl), higher NWU was associated with 1.34-fold increased likelihood of ICH, while higher NWU was associated with a 2.08-fold increased likelihood of ICH in patients with a high BGL (>200 mg/dl). In multivariable logistic regression analysis, BGL (OR: 1.02, 95% CI: 1.00-1.04, P = 0.01) and NWU (OR: 2.32, 95% CI: 1.44-3.73, P < 0.001) were significantly and independently associated with ICH, showing a significant interaction (P = 0.04). Conclusion: A higher degree of early tissue water uptake and high admission BGL were both independent predictors of ICH. Higher BGL was significantly associated with accelerated effects of NWU on the likelihood of ICH. Although a clear causal relationship remains speculative, stricter BGL control and monitoring may be tested to reduce the risk of ICH in patients undergoing thrombectomy.
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Affiliation(s)
- Jawed Nawabi
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Radiology (CCM), Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität zu Berlin, Freie Universität Berlin, Berlin, Germany
- Berlin Institute of Health, BIH Biomedical Innovation Academy, Berlin, Germany
| | - Sarah Elsayed
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Henriette Scholz
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - André Kemmling
- University Medical Center Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
- University Medical Center Marburg, Marburg University, Marburg, Germany
| | - Lukas Meyer
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Helge Kniep
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias Bechstein
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Fabian Flottmann
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias D. Faizy
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gerhard Schön
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jens Fiehler
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Uta Hanning
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gabriel Broocks
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Shi Z, Guo S, Pan J, Xu C, Geng Y, Zheng S. Increased Postoperative Fasting Glucose Is Associated With Unfavorable Outcomes in Patients Treated With Mechanical Thrombectomy Treatment. Front Neurol 2021; 12:668363. [PMID: 34122311 PMCID: PMC8193515 DOI: 10.3389/fneur.2021.668363] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 05/10/2021] [Indexed: 01/01/2023] Open
Abstract
Background and objective: Hyperglycemia on admission was associated with worse clinical outcomes after mechanical thrombectomy (MT) of acute ischemic stroke (AIS). We evaluated whether increased postoperative fasting glucose (PFG) was also related to poor clinical outcomes in patients who underwent MT treatment. Methods: Consecutive patients with large vessel occlusion underwent MT in our center were included. Admission glucose and fasting glucose levels after MT treatment were evaluated. Primary outcome was 90-day unfavorable outcomes (modified Rankin Scale score of 3–6). Secondary outcome was the rate of symptomatic intracranial hemorrhage (sICH) after MT treatment. The association of PFG and 90-day clinical outcome after MT treatment was determined using logistic regression analyses. Results: One hundred twenty seven patients were collected. The median postoperative fasting glucose level was 6.27 mmol/L (IQR 5.59–7.62). Fourteen patients (11.02%) had sICH, and fifty-eight patients (45.67%) had unfavorable outcomes at 90-day after MT. After adjustment for potential confounding factors, PFG level was an independent predictor of 90-day unfavorable outcome (OR 1.265; 95% CI 1.017–1.575; p = 0.035) and sICH (OR 1.523; 95% CI 1.056–2.195; p = 0.024) after MT. In addition, older age, higher baseline NIHSS score, and higher postoperative NLR were also associated with unfavorable outcomes at 90-day after MT treatment. Conclusions: Increased PFG is associated with unfavorable outcomes at 90-day and an increased risk of sICH in patients underwent MT treatment.
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Affiliation(s)
- Zongjie Shi
- Zhejiang Provincial People's Hospital, Hangzhou, China.,Hangzhou Medical College, Hangzhou, China
| | - Shunyuan Guo
- Zhejiang Provincial People's Hospital, Hangzhou, China.,Hangzhou Medical College, Hangzhou, China
| | - Jie Pan
- Zhejiang Provincial People's Hospital, Hangzhou, China.,Hangzhou Medical College, Hangzhou, China
| | - Chao Xu
- Zhejiang Provincial People's Hospital, Hangzhou, China.,Hangzhou Medical College, Hangzhou, China
| | - Yu Geng
- Zhejiang Provincial People's Hospital, Hangzhou, China.,Hangzhou Medical College, Hangzhou, China
| | - Sujie Zheng
- Zhejiang Provincial People's Hospital, Hangzhou, China.,Hangzhou Medical College, Hangzhou, China
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Xu HB, Sun YF, Luo N, Wang JQ, Chang GC, Tao L, Yang BQ, Chen HS. Net Water Uptake Calculated in Standardized and Blindly Outlined Regions of the Middle Cerebral Artery Territory Predicts the Development of Malignant Edema in Patients With Acute Large Hemispheric Infarction. Front Neurol 2021; 12:645590. [PMID: 33776897 PMCID: PMC7994596 DOI: 10.3389/fneur.2021.645590] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 02/16/2021] [Indexed: 12/19/2022] Open
Abstract
Background and purpose: Previous studies have demonstrated that Net Water Uptake (NWU) is associated with the development of malignant edema (ME). The current study aimed to investigate whether NWU calculated in standardized and blindly outlined regions of the middle cerebral artery can predict the development of ME. Methods: We retrospectively included 119 patients suffering from large hemispheric infarction within onset of 24 h. The region of the middle cerebral artery territory was blindly outlined in a standard manner to calculate NWU. Patients were divided into two groups according to the occurrence of ME, which is defined as space-occupying infarct requiring decompressive craniotomy or death due to cerebral hernia in 7 days from onset. The clinical characteristics were analyzed, and the receiver operating characteristic curve (ROC curve) was used to assess the predictive ability of NWU and other factors for ME. Results: Multivariable analysis showed that NWU was an independent predictor of ME (OR 1.168, 95% CI 1.041-1.310). According to the ROC curve, NWU≥8.127% identified ME with good predictive power (AUC 0.734, sensitivity 0.656, specificity 0.862). Conclusions: NWU calculated in standardized and blindly outlined regions of the middle cerebral artery territory is also a good predictor for the development of ME in patients with large hemispheric infarction.
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Affiliation(s)
- Hai-Bin Xu
- Department of Neurology, General Hospital of Northern Theater Command, ShenYang, China
| | - Yu-Fei Sun
- Department of Neurology, General Hospital of Northern Theater Command, ShenYang, China
| | - Na Luo
- Department of Neurology, General Hospital of Northern Theater Command, ShenYang, China
| | - Jia-Qi Wang
- Department of Neurology, General Hospital of Northern Theater Command, ShenYang, China
| | - Guo-Can Chang
- Department of Neurology, General Hospital of Northern Theater Command, ShenYang, China
| | - Lin Tao
- Department of Neurology, General Hospital of Northern Theater Command, ShenYang, China
| | - Ben-Qiang Yang
- Department of Radiology, General Hospital of Northern Theater Command, ShenYang, China
| | - Hui-Sheng Chen
- Department of Neurology, General Hospital of Northern Theater Command, ShenYang, China
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31
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Weyland CS, Mokli Y, Vey JA, Kieser M, Herweh C, Schönenberger S, Bendszus M, Möhlenbruch MA, Ringleb PA, Nagel S. Predictors for Failure of Early Neurological Improvement After Successful Thrombectomy in the Anterior Circulation. Stroke 2021; 52:1291-1298. [PMID: 33626903 DOI: 10.1161/strokeaha.120.030519] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND PURPOSE Failure of early neurological improvement (fENI) despite successful mechanical thrombectomy in the anterior circulation is a clinically frequent occurrence. Purpose of this analysis was to define independent clinical, radiological, laboratory, or procedural predictors for fENI. METHODS Retrospective single-center analysis of patients treated for acute ischemic stroke in the anterior circulation ensuing successful mechanical thrombectomy between January 2014 and April 2019. Patients were compared according to fENI (equal or higher National Institutes of Health Stroke Scale) and ENI (lower National Institutes of Health Stroke Scale at discharge). Thirty-eight variables were examined in multivariable analysis for association with fENI. RESULTS Five hundred forty-nine out of 1146 patients experienced successful recanalization (modified Treatment in Cerebral Ischemia 2c-3). fENI occurred in 115/549 (20.9%) patients. Independent predictors of fENI were premorbid modified Rankin Scale (odds ratio [OR] per point [IC], 1.21 [1.00-1.46], P=0.049), end-stage renal failure (OR [IC], 12.18 [2.01-73.63], P=0.007), admission glucose (OR [IC], 1.018 [1.004-1.013] per mg/dL, P=0.001), bridging IV lysis (OR [IC], 0.57 [0.35-0.93], P: 0.024), time from groin puncture to final recanalization (OR [IC], 1.004 [1.001-1.007] per minute, P=0.015), general anesthesia during mechanical thrombectomy (OR, 2.41 [1.43-4.08], P<0.001), symptomatic intracranial hemorrhage (OR [CI], 6.81 [1.84-25.16], P=0.004), and follow-up Alberta Stroke Program Early CT Score (OR [IC], 0.76 [0.69-0.84] per point, P<0.001). In a secondary analysis, involvement of the regions internal capsule, M4 and M5 (motor cortex) were further independent predictors for fENI. Patients with ENI were more likely to experience a good outcome (modified Rankin Scale on day 90, 0-2: n=229/435 [52.8%] versus n=13/115 [11.3%]; P<0.001). CONCLUSIONS The extent of infarction and the involvement of motor cortex and internal capsule as well as higher premorbid modified Rankin Scale, end-stage renal failure, high glucose level on admission, absence of bridging IV lysis, general anesthesia, and a longer therapy interval are presumably independent predictors for fENI in patients with successful mechanical thrombectomy.
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Affiliation(s)
- Charlotte S Weyland
- Department of Neuroradiology (C.S.W., C.H., M.A.M.), Heidelberg University Hospital, Germany
| | - Yahia Mokli
- Department of Neurology (Y.M., S.S., P.A.R.), Heidelberg University Hospital, Germany
| | - Johannes A Vey
- Institute of Medical Biometry and Informatics (J.A.V., M.K.), Heidelberg University Hospital, Germany
| | - Meinhard Kieser
- Institute of Medical Biometry and Informatics (J.A.V., M.K.), Heidelberg University Hospital, Germany
| | - Christian Herweh
- Department of Neuroradiology (C.S.W., C.H., M.A.M.), Heidelberg University Hospital, Germany
| | - Silvia Schönenberger
- Department of Neurology (Y.M., S.S., P.A.R.), Heidelberg University Hospital, Germany
| | | | - Markus A Möhlenbruch
- Department of Neuroradiology (C.S.W., C.H., M.A.M.), Heidelberg University Hospital, Germany
| | - Peter A Ringleb
- Department of Neurology (Y.M., S.S., P.A.R.), Heidelberg University Hospital, Germany
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Hasegawa H, Yatomi K, Mitome-Mishima Y, Miyamoto N, Tanaka R, Oishi H, Arai H, Hattori N, Urabe T. Pioglitazone Prevents Hemorrhagic Infarction After Transient Focal Ischemia in Type 2 Diabetes. Neurosci Res 2020; 170:314-321. [PMID: 33309864 DOI: 10.1016/j.neures.2020.09.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 09/20/2020] [Accepted: 09/28/2020] [Indexed: 02/01/2023]
Abstract
Pioglitazone (PGZ), a PPARγ agonist, has been used for diabetic patients as an insulin-sensitizing agent. Recent studies have demonstrated that PGZ increases adiponectin (APN) levels and provides vascular protection in ischemic conditions. This study was designed to assess the neuroprotective effects of PGZ against cerebral ischemia-reperfusion injury via an APN-related mechanism. Type 2 diabetic leptin-deficient mice (db/db) were administered PGZ for 1 week, and plasma insulin and APN levels were measured. These mice received a middle cerebral artery occlusion and reperfusion injury, and they were evaluated for the infarct volume and by immunohistochemistry and western blotting analysis at several time points after ischemia. PGZ-administered db/db mice showed improved insulin sensitivity, and the hemorrhagic rate and infarct volume were decreased (P < 0.05). In the PGZ-administered group, plasma APN levels increased compared with the vehicle group. In the db/db group, PGZ administration significantly suppressed inflammatory reactions and oxidative stress after reperfusion (P < 0.05). PGZ may be applicable for acute cerebral ischemia treatment in metabolic syndrome patients as well as antidiabetic agents.
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Affiliation(s)
- Hiroshi Hasegawa
- Department of Neurosurgery, Juntendo University Shizuoka Hospital, Shizuoka, Japan
| | - Kenji Yatomi
- Departments of Neurosurgery, Juntendo University School of Medicine, Tokyo, Japan
| | | | - Nobukazu Miyamoto
- Departments of Neurology, Juntendo University School of Medicine, Tokyo, Japan.
| | - Ryota Tanaka
- Stroke Center and Division of Neurology, Department of Medicine, Jichi Medical University, Tochigi, Japan
| | - Hidenori Oishi
- Departments of Neurosurgery, Juntendo University School of Medicine, Tokyo, Japan; Neuroendovascular Therapy, Juntendo University School of Medicine, Tokyo, Japan
| | - Hajime Arai
- Departments of Neurosurgery, Juntendo University School of Medicine, Tokyo, Japan
| | - Nobutaka Hattori
- Departments of Neurology, Juntendo University School of Medicine, Tokyo, Japan
| | - Takao Urabe
- Department of Neurology, Juntendo University Urayasu Hospital, Chiba, Japan
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Broocks G, Kemmling A, Faizy T, McDonough R, Van Horn N, Bechstein M, Meyer L, Schön G, Nawabi J, Fiehler J, Kniep H, Hanning U. Effect of thrombectomy on oedema progression and clinical outcome in patients with a poor collateral profile. Stroke Vasc Neurol 2020; 6:222-229. [PMID: 33208492 PMCID: PMC8258058 DOI: 10.1136/svn-2020-000570] [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: 08/08/2020] [Revised: 10/10/2020] [Accepted: 10/23/2020] [Indexed: 11/17/2022] Open
Abstract
Background and purpose The impact of the cerebral collateral circulation on lesion progression and clinical outcome in ischaemic stroke is well established. Moreover, collateral status modifies the effect of endovascular treatment and was therefore used to select patients for therapy in prior trials. The purpose of this study was to quantify the effect of vessel recanalisation on lesion pathophysiology and clinical outcome in patients with a poor collateral profile. Materials and methods 129 patients who had an ischaemic stroke with large vessel occlusion in the anterior circulation and a collateral score (CS) of 0–2 were included. Collateral profile was defined using an established 5-point scoring system in CT angiography. Lesion progression was determined using quantitative lesion water uptake measurements on admission and follow-up CT (FCT), and clinical outcome was assessed using modified Rankin Scale (mRS) scores after 90 days. Results Oedema formation in FCT was significantly lower in patients with vessel recanalisation compared with patients with persistent vessel occlusion (mean 19.5%, 95% CI: 17% to 22% vs mean 27%, 95% CI: 25% to 29%; p<0.0001). In a multivariable linear regression analysis, vessel recanalisation was significantly associated with oedema formation in FCT (ß=−7.31, SD=0.015, p<0.0001), adjusted for CS, age and Alberta Stroke Program Early CT Score (ASPECTS). Functional outcome was significantly better in patients following successful recanalisation (mRS at day 90: 4.5, IQR: 2–6 vs 5, IQR: 5–6, p<0.001). Conclusion Although poor collaterals are known to be associated with poor outcome, endovascular recanalisation was still associated with significant oedema reduction and comparably better outcome in this patient group. Patients with poor collaterals should not generally be excluded from thrombectomy.
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Affiliation(s)
- Gabriel Broocks
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Andre Kemmling
- Institute of Neuroradiology, University Hospital of Luebeck, Luebeck, Germany.,Neuroradiology, Westpfalzklinikum, Kaiserslautern, Germany
| | - Tobias Faizy
- Department of Diagnostic and Interventional Neuroradiology, Stanford University, Stanford, California, USA
| | - Rosalie McDonough
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Noel Van Horn
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias Bechstein
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Lukas Meyer
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gerhard Schön
- Department of Medical Biometry and Epidemiology, University Medical Center Hamburg Eppendorf, Hamburg, Germany
| | - Jawed Nawabi
- Department of Radiology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Jens Fiehler
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Helge Kniep
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Uta Hanning
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Abstract
Cerebral edema is a pathological hallmark of various central nervous system (CNS) insults, including traumatic brain injury (TBI) and excitotoxic injury such as stroke. Due to the rigidity of the skull, edema-induced increase of intracranial fluid significantly complicates severe CNS injuries by raising intracranial pressure and compromising perfusion. Mortality due to cerebral edema is high. With mortality rates up to 80% in severe cases of stroke, it is the leading cause of death within the first week. Similarly, cerebral edema is devastating for patients of TBI, accounting for up to 50% mortality. Currently, the available treatments for cerebral edema include hypothermia, osmotherapy, and surgery. However, these treatments only address the symptoms and often elicit adverse side effects, potentially in part due to non-specificity. There is an urgent need to identify effective pharmacological treatments for cerebral edema. Currently, ion channels represent the third-largest target class for drug development, but their roles in cerebral edema remain ill-defined. The present review aims to provide an overview of the proposed roles of ion channels and transporters (including aquaporins, SUR1-TRPM4, chloride channels, glucose transporters, and proton-sensitive channels) in mediating cerebral edema in acute ischemic stroke and TBI. We also focus on the pharmacological inhibitors for each target and potential therapeutic strategies that may be further pursued for the treatment of cerebral edema.
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