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Zimmerman W, Pergakis M, Ahmad G, Morris NA, Podell J, Chang WT, Motta M, Chen H, Jindal G, Bodanapally U, Marc Simard J, Badjatia N, Parikh GY. Iodine-Based Dual-Energy Computed Tomography After Mechanical Thrombectomy Predicts Secondary Neurologic Decline from Cerebral Edema After Severe Stroke. Neurocrit Care 2024:10.1007/s12028-024-02137-5. [PMID: 39448427 DOI: 10.1007/s12028-024-02137-5] [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: 10/30/2023] [Accepted: 09/17/2024] [Indexed: 10/26/2024]
Abstract
BACKGROUND Patients with severe stroke are at high risk of secondary neurologic decline (ND) from the development of malignant cerebral edema (MCE). However, early infarcts are hard to diagnose on conventional head computed tomography (CT). We hypothesize that high-energy (190 keV) virtual monochromatic imaging (VMI) from dual-energy CT (DECT) imaging enables earlier detection of ND from MCE. METHODS Consecutive patients with severe stroke with National Institute of Health Stroke Scale (NIHSS) scores > 15 and DECT within 10 h of mechanical thrombectomy from May 2020 to March 2022 were included. We excluded patients with parenchymal hematoma type 2 transformation. Retrospective analysis of clinical and novel variables included the VMI Alberta Stroke Program Early CT Score (ASPECTS), total iodine content, and VMI infarct volume. The primary outcome was secondary ND, defined using a composite outcome variable of clinical worsening (increase in NIHSS score ≥ 4 or decrease in Glasgow Coma Scale score > 2) or malignant radiographical edema (midline shift ≥ 5 mm at the level of the septum pellucidum). Fisher's exact test and Wilcoxon's test were used for univariate analysis. Logistic regression was used to develop prediction models for categorical outcomes. RESULTS Eighty-four patients with severe stroke with a median age of 67.5 (interquartile range [IQR] 57-78) years and an NIHSS score of 22 (IQR 18-25) were included. Twenty-nine patients had ND. The VMI ASPECTS, total iodine content, and VMI infarct volume were associated with ND. The VMI ASPECTS, VMI infarct volume, and total iodine content were predictors of ND after adjusting for age, sex, initial NIHSS score, and tissue plasminogen activator administration, with areas under the receiver operating characteristic curve (AUROC) of 0.691 (95% confidence interval [CI] 0.572-0.810), 0.877 (95% CI 0.800-0.954), and 0.845 (95% CI 0.750-0.940). By including all three predictors, the model achieved an AUROC of 0.903 (95% CI 0.84-0.97) and was cross-validated by the leave one out method, with an AUROC of 0.827. CONCLUSIONS The VMI ASPECTS and VMI infarct volume from DECT are superior to the conventional CT ASPECTS and are novel predictors for secondary ND due to MCE after severe stroke. Clinical trial registration ClinicalTrials.gov identifier: NCT04189471.
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Affiliation(s)
- William Zimmerman
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA
| | - Melissa Pergakis
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA
| | - Ghasan Ahmad
- Department of Interventional Radiology, Jersey Shore University Medical Center, Neptune, NJ, USA
| | - Nicholas A Morris
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA
| | - Jamie Podell
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA
| | - Wan-Tsu Chang
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA
| | - Melissa Motta
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA
| | - Hegang Chen
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Gaurav Jindal
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Uttam Bodanapally
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - J Marc Simard
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Neeraj Badjatia
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA
| | - Gunjan Y Parikh
- Department of Neurology, University of Maryland School of Medicine, 22 S. Greene St., G7K18, Baltimore, MD, 21201, USA.
- Program in Trauma, R Adams Cowley Shock Trauma Hospital, Baltimore, MD, USA.
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Pu J, Han J, Yang J, Yu L, Wan H. Anaerobic Glycolysis and Ischemic Stroke: From Mechanisms and Signaling Pathways to Natural Product Therapy. ACS Chem Neurosci 2024; 15:3090-3105. [PMID: 39140296 DOI: 10.1021/acschemneuro.4c00371] [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: 08/15/2024] Open
Abstract
Ischemic stroke is a serious condition that results in high rates of illness and death. Anaerobic glycolysis becomes the primary means of providing energy to the brain during periods of low oxygen levels, such as in the aftermath of an ischemic stroke. This process is essential for maintaining vital brain functions and has significant implications for recovery following a stroke. Energy supply by anaerobic glycolysis and acidosis caused by lactic acid accumulation are important pathological processes after ischemic stroke. Numerous natural products regulate glucose and lactate, which in turn modulate anaerobic glycolysis. This article focuses on the relationship between anaerobic glycolysis and ischemic stroke, as well as the associated signaling pathways and natural products that play a therapeutic role. These natural products, which can regulate anaerobic glycolysis, will provide new avenues and perspectives for the treatment of ischemic stroke in the future.
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Affiliation(s)
- Jia Pu
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Jin Han
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Jiehong Yang
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Li Yu
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China
- Center of Safety Evaluation and Research, Hangzhou Medical College, Hangzhou, Zhejiang 310053, China
| | - Haitong Wan
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China
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Enriquez BAB, Skattør TH, Laugesen NG, Truelsen T, Lund CG, Nome T, Beyer MK, Skjelland M, Aamodt AH. External validation of clinical risk prediction score for elderly treated with endovascular thrombectomy. J Neurol 2024; 271:5838-5845. [PMID: 38954035 PMCID: PMC11377628 DOI: 10.1007/s00415-024-12535-6] [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: 02/13/2024] [Revised: 05/29/2024] [Accepted: 06/23/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND AND AIM The thrombectomy in the elderly prediction score (TERPS) for functional outcome after anterior circulation endovascular therapy (EVT) in patients ≥ 80 years was recently developed. The aim of this study was to assess predictors of functional outcome in the elderly and validate the prediction model. METHODS Consecutive patients treated with EVT from the Oslo Acute Reperfusion Stroke Study were evaluated for inclusion. Clinical and radiological parameters were used to calculate the TERPS, and functional outcome were assessed at 3-month follow-up. RESULTS Out of 1028 patients who underwent EVT for acute ischemic stroke from January 2017 to July 2022, 218 (21.2%) patients ≥ 80 years with anterior ischemic stroke were included. Fair outcome, defined as modified Rankin scale ≤ 3 (mRS), was achieved in 117 (53.7%). In bivariate analyses, male sex (p 0.035), age (p 0.025), baseline National Institute of Health Stroke Scale (NIHSS, p < 0.001), pre-stroke mRS (p 0.002) and Alberta Stroke Program Early Computed Tomography score (ASPECTS, p 0.001) were associated with fair outcome. Significant predictors for fair outcome in regression analyses were lower pre-stroke mRS, adjusted odd ratio, (aOR) 0.67 (95% CI 0.50-0.91, p 0.01), NIHSS, aOR 0.92 (95% CI 0.87-0.97, p 0.002), and higher ASPECTS, aOR 1.22 (95% CI 1.03-1.44, p 0.023). The area under the curve (AUC) using TERPS was 0.74 (95% CI 0.67-0.80). CONCLUSIONS The risk prediction score TERPS showed moderate performance in this external validation. Other variables may still be included to improve the model and validation using other cohorts is recommended. TRIAL REGISTRATION NCT06220981.
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Affiliation(s)
- Brian Anthony B Enriquez
- Department of Neurology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Thor Håkon Skattør
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Thomas Truelsen
- Department of Neurology, Stroke Center Rigshospitalet, Copenhagen, Denmark
- Faculty of Health and Medical Sciences, The University of Copenhagen, Copenhagen, Denmark
| | | | - Terje Nome
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Mona K Beyer
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Mona Skjelland
- Department of Neurology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Anne Hege Aamodt
- Department of Neurology, Oslo University Hospital, Rikshospitalet, Oslo, Norway.
- Department of Neuromedicine and Movement Science, The Norwegian University of Science and Technology, Trondheim, Norway.
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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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Kasturiarachi BM, Saeed O, Gachechiladze L, Alsbrook D, Singh S, Zaid G, Eswaradass P, Goyal N, Elangovan C, Arthur AS, Alexandrov AV, Krishnaiah B. The effects of stress hyperglycemia in diabetic and nondiabetic patients with large vessel occlusions undergoing mechanical thrombectomy. Brain Circ 2024; 10:162-167. [PMID: 39036299 PMCID: PMC11259316 DOI: 10.4103/bc.bc_97_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 02/19/2024] [Accepted: 03/01/2024] [Indexed: 07/23/2024] Open
Abstract
INTRODUCTION Diabetes and hyperglycemia are major risk factors that can increase infarction volume and contribute to poor functional status. Our study aim was to investigate the effect of stress hyperglycemia on various safety and efficacy outcomes in patients with large vessel occlusions (LVOs) undergoing mechanical thrombectomy (MT) with or without diabetes. METHODS A retrospective analysis of consecutive LVO patient data treated with MT at a Comprehensive Stroke Center in the Mid-South was conducted. Adult patients with LVO on computed tomography angiography (CTA) and treated with MT within 24 h of symptom onset were included. The primary outcome was to determine if there was an association in collateral flow or infarct size in the setting of hyperglycemia. Secondary outcomes included National Institute of Health Sciences Score (NIHSS) and Modified Rankin Score (mRS). RESULTS A total of 450 patients underwent MT, out of which 433 had baseline hemoglobin A1c recorded: mean age: 64 ± 15 years, 47% women, pretreatment NIHSS median 15 points (interquartile range 10-19), 323 (75%) with good collaterals grades >2 on multiphasic CTA, 326 (75%) were non-diabetic, and 107 (25%) were diabetic. Nondiabetics with stress hyperglycemia had a tendency toward higher pre-treatment NIHSS scores (mean 17.5 ± 7.6, P = 0.02) and at 24-h (12.9 ± 9.0, P = 0.02), poor collaterals (multiphasic CTA score ≥2; 21.4% vs. 34.5%, P = 0.02), larger infarct volumes (50.7 ± 63.6 vs. 24.4 ± 33.8 cc, P < 0.0001), and had poorer functional outcomes (good mRS 0-2 47.7% vs. good mRS 0-2 36.8%) when compared to nondiabetics without stress hyperglycemia. For every 1 mg/dL increase in admission blood glucose, there was a 0.3 cc increase in infarct volume (95% confidence intervals for β =0.2-0.4; P < 0.0001) after adjusting for the final thrombolysis in cerebral infarction score. CONCLUSIONS LVO patients with stress hyperglycemia without previously diagnosed diabetes had more severe strokes, developed larger infarct volumes, poorer collaterals, and had worse functional outcomes at 90 days post-MT. In addition, LVO patients with diabetes and stress hyperglycemia exhibited more passes during MT and worse functional outcomes.
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Affiliation(s)
- Brittany M. Kasturiarachi
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati Medical Center, Cincinnati, OH, USA
| | - Omar Saeed
- Department of Neurology, University of Tennessee Health Sciences Center, Memphis, TN, USA
| | - Leila Gachechiladze
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Diana Alsbrook
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Savdeep Singh
- Department of Neurology, University of Arizona, Phoenix, AZ, USA
- Department of Neurology, University Medical Center, Banner Health, Phoenix, AZ, USA
| | - Ghaida Zaid
- Department of Neurology, University of Tennessee, Knoxville, TN, USA
- Department of Neurology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Prasanna Eswaradass
- Department of Neurology and Neurosurgery, Methodist University Hospital, Memphis, TN, USA
| | - Nitin Goyal
- Department of Neurology, University of Tennessee Health Sciences Center, Memphis, TN, USA
- Department of Neurology and Neurosurgery, Methodist University Hospital, Memphis, TN, USA
- Department of Neurosurgery, Semmes Murphy Clinic, Memphis, TN, USA
| | - Cheran Elangovan
- Department of Neurology, University of Tennessee Health Sciences Center, Memphis, TN, USA
- Department of Neurology and Neurosurgery, Methodist University Hospital, Memphis, TN, USA
| | - Adam S. Arthur
- Department of Neurology, University of Tennessee Health Sciences Center, Memphis, TN, USA
- Department of Neurology and Neurosurgery, Methodist University Hospital, Memphis, TN, USA
- Department of Neurosurgery, Semmes Murphy Clinic, Memphis, TN, USA
| | - Andrei V Alexandrov
- Department of Neurology, University of Arizona, Phoenix, AZ, USA
- Department of Neurology, University Medical Center, Banner Health, Phoenix, AZ, USA
| | - Balaji Krishnaiah
- Department of Neurology, University of Tennessee Health Sciences Center, Memphis, TN, USA
- Department of Neurology and Neurosurgery, Methodist University Hospital, Memphis, TN, USA
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Li Y, Cao W, Xu X, Li T, Chen Y, Wang Y, Chen J, Gao P, Yang B, Dmytriw AA, Regenhardt RW, Chen F, Ma Q, Lu J, Liu Y, Wang C, Bai X, Jiao L. Early venous filling after mechanical thrombectomy in acute ischemic stroke due to large vessel occlusion in anterior circulation. J Neurointerv Surg 2024; 16:248-252. [PMID: 37197935 DOI: 10.1136/jnis-2023-020336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 04/28/2023] [Indexed: 05/19/2023]
Abstract
BACKGROUND The significance of early venous filling (EVF) after mechanical thrombectomy (MT) in acute ischemic stroke (AIS) is not fully understood. In this study, we aimed to investigate the impact of EVF after MT. METHODS From January 2019 to May 2022, AIS patients with successful recanalization (modified Thrombolysis in Cerebral Infarction score (mTICI) ≥2b) after MT were retrospectively reviewed. EVF was evaluated on final digital subtraction angiography runs after successful recanalization and was categorized into phase subgroups (arterial phase and capillary phase) and pathway subgroups (cortical veins subgroup and thalamostriate veins subgroup), respectively. The impact of EVF subgroups on functional outcomes after successful recanalization were both investigated. RESULTS A total of 349 patients achieving successful recanalization after MT were included, including 45 patients in the EVF group and 304 patients in the non-EVF group. Multivariable logistic regression analysis showed the EVF group had a higher rate of intracranial hemorrhage (ICH; 66.7% vs 22%, adjusted odds ratio (aOR) 6.805, 95% CI 3.389 to 13.662, P<0.001), symptomatic ICH (sICH; 28.9% vs 4.9%, aOR 6.011, 95% CI 2.493 to 14.494, P<0.001) and malignant cerebral edema (MCE; 20% vs 6.9%, aOR 2.682, 95% CI 1.086 to 6.624, P=0.032) than the non-EVF group. Furthermore, the cortical veins subgroup of EVF had a higher rate of mortality than the thalamostriate veins subgroup (37.5% vs 10.3%, P=0.029). CONCLUSIONS EVF is independently associated with ICH, sICH and MCE after successful recanalization of MT, but not with favorable outcome and mortality.
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Affiliation(s)
- Yi Li
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurology, Guangzhou Red Cross Hospital, Guangzhou, China
| | - Wenbo Cao
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Xin Xu
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Tianhua Li
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Yanfei Chen
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Yabing Wang
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Jian Chen
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Peng Gao
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Bin Yang
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Adam A Dmytriw
- Neurointerventional Program, Departments of Medical Imaging & Clinical Neurological Sciences, London Health Sciences Centre, London, Ontario, Canada
- Neuroendovascular Program, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Robert W Regenhardt
- Neuroendovascular Program, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Fei Chen
- Department of Neurology, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Qingfeng Ma
- Department of Neurology, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Jie Lu
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Radiology and Nuclear Medicine, Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, China
| | - Yuqi Liu
- Department of Neurological Sciences, Escope Innovation Academy, Beijing, China
| | - Chunliang Wang
- Department of Neurological Sciences, Escope Innovation Academy, Beijing, China
| | - Xuesong Bai
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
| | - Liqun Jiao
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, China
- Department of Neurosurgery, China International Neuroscience Institute, Beijing, China
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Bui Q, Kumar A, Chen Y, Hamzehloo A, Heitsch L, Slowik A, Strbian D, Lee JM, Dhar R. CSF-Based Volumetric Imaging Biomarkers Highlight Incidence and Risk Factors for Cerebral Edema After Ischemic Stroke. Neurocrit Care 2024; 40:303-313. [PMID: 37188885 PMCID: PMC11025464 DOI: 10.1007/s12028-023-01742-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/19/2023] [Indexed: 05/17/2023]
Abstract
BACKGROUND Cerebral edema has primarily been studied using midline shift or clinical deterioration as end points, which only captures the severe and delayed manifestations of a process affecting many patients with stroke. Quantitative imaging biomarkers that measure edema severity across the entire spectrum could improve its early detection, as well as identify relevant mediators of this important stroke complication. METHODS We applied an automated image analysis pipeline to measure the displacement of cerebrospinal fluid (ΔCSF) and the ratio of lesional versus contralateral hemispheric cerebrospinal fluid (CSF) volume (CSF ratio) in a cohort of 935 patients with hemispheric stroke with follow-up computed tomography scans taken a median of 26 h (interquartile range 24-31) after stroke onset. We determined diagnostic thresholds based on comparison to those without any visible edema. We modeled baseline clinical and radiographic variables against each edema biomarker and assessed how each biomarker was associated with stroke outcome (modified Rankin Scale at 90 days). RESULTS The displacement of CSF and CSF ratio were correlated with midline shift (r = 0.52 and - 0.74, p < 0.0001) but exhibited broader ranges. A ΔCSF of greater than 14% or a CSF ratio below 0.90 identified those with visible edema: more than half of the patients with stroke met these criteria, compared with only 14% who had midline shift at 24 h. Predictors of edema across all biomarkers included a higher National Institutes of Health Stroke Scale score, a lower Alberta Stroke Program Early CT score, and lower baseline CSF volume. A history of hypertension and diabetes (but not acute hyperglycemia) predicted greater ΔCSF but not midline shift. Both ΔCSF and a lower CSF ratio were associated with worse outcome, adjusting for age, National Institutes of Health Stroke Scale score, and Alberta Stroke Program Early CT score (odds ratio 1.7, 95% confidence interval 1.3-2.2 per 21% ΔCSF). CONCLUSIONS Cerebral edema can be measured in a majority of patients with stroke on follow-up computed tomography using volumetric biomarkers evaluating CSF shifts, including in many without visible midline shift. Edema formation is influenced by clinical and radiographic stroke severity but also by chronic vascular risk factors and contributes to worse stroke outcomes.
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Affiliation(s)
- Quoc Bui
- Department of Neurology, Washington University School of Medicine, 660 S Euclid Avenue, Campus Box 8111, St. Louis, MO, USA
| | - Atul Kumar
- Department of Neurology, Washington University School of Medicine, 660 S Euclid Avenue, Campus Box 8111, St. Louis, MO, USA
| | - Yasheng Chen
- Department of Neurology, Washington University School of Medicine, 660 S Euclid Avenue, Campus Box 8111, St. Louis, MO, USA
| | - Ali Hamzehloo
- Department of Neurology, Washington University School of Medicine, 660 S Euclid Avenue, Campus Box 8111, St. Louis, MO, USA
| | - Laura Heitsch
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Agnieszka Slowik
- Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
| | - Daniel Strbian
- Department of Neurology, Helsinki University Hospital, Helsinki, Finland
| | - Jin-Moo Lee
- Department of Neurology, Washington University School of Medicine, 660 S Euclid Avenue, Campus Box 8111, St. Louis, MO, USA
| | - Rajat Dhar
- Department of Neurology, Washington University School of Medicine, 660 S Euclid Avenue, Campus Box 8111, St. Louis, MO, USA.
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Zimmerman WD, Pergakis M, Ahmad G, Morris NA, Podell J, Chang WT, Motta M, Chen H, Jindal G, Bodanapally U, Simard JM, Badjatia N, Parikh GY. Iodine-based dual-energy CT predicts early neurological decline from cerebral edema after large hemispheric infarction. RESEARCH SQUARE 2023:rs.3.rs-3508427. [PMID: 37986926 PMCID: PMC10659527 DOI: 10.21203/rs.3.rs-3508427/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
Background & Purpose Ischemia affecting two thirds of the MCA territory predicts development of malignant cerebral edema. However, early infarcts are hard to diagnose on conventional head CT. We hypothesize that high-energy (190keV) virtual monochromatic images (VMI) from dual-energy CT (DECT) imaging enables earlier detection of secondary injury from malignant cerebral edema (MCE). Methods Consecutive LHI patients with NIHSS ≥ 15 and DECT within 10 hours of reperfusion from May 2020 to March 2022 were included. We excluded patients with parenchymal hematoma-type 2 transformation. Retrospective analysis of clinical and novel variables included VMI Alberta Stroke Program Early CT Score (ASPECTS), total iodine content, and VMI infarct volume. Primary outcome was early neurological decline (END). Secondary outcomes included hemorrhagic transformation, decompressive craniectomy (DC), and medical treatment of MCE. Fisher's exact test and Wilcoxon test were used for univariate analysis. Logistic regression was used to develop prediction models for categorical outcomes. Results Eighty-four LHI patients with a median age of 67.5 [IQR 57,78] years and NIHSS 22 [IQR 18,25] were included. Twenty-nine patients had END. VMI ASPECTS, total iodine content, and VMI infarct volume were associated with END. VMI ASPECTS, VMI infarct volume, and total iodine content were predictors of END after adjusting for age, sex, initial NIHSS, and tPA administration, with a AUROC of 0.691 [0.572,0.810], 0.877 [0.800, 0.954], and 0.845 [0.750, 0.940]. By including all three predictors, the model achieved AUROC of 0.903 [0.84,0.97] and was cross validated by leave one out method with AUROC of 0.827. Conclusion DECT with high-energy VMI and iodine quantification is superior to conventional CT ASPECTS and is a novel predictor for early neurological decline due to malignant cerebral edema after large hemispheric infarction.
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Affiliation(s)
| | | | - Ghasan Ahmad
- Hackensack Meridian Jersey Shore University Medical Center
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9
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Shim B, Stokum JA, Moyer M, Tsymbalyuk N, Tsymbalyuk O, Keledjian K, Ivanova S, Tosun C, Gerzanich V, Simard JM. Canagliflozin, an Inhibitor of the Na +-Coupled D-Glucose Cotransporter, SGLT2, Inhibits Astrocyte Swelling and Brain Swelling in Cerebral Ischemia. Cells 2023; 12:2221. [PMID: 37759444 PMCID: PMC10527352 DOI: 10.3390/cells12182221] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 08/28/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023] Open
Abstract
Brain swelling is a major cause of death and disability in ischemic stroke. Drugs of the gliflozin class, which target the Na+-coupled D-glucose cotransporter, SGLT2, are approved for type 2 diabetes mellitus (T2DM) and may be beneficial in other conditions, but data in cerebral ischemia are limited. We studied murine models of cerebral ischemia with middle cerebral artery occlusion/reperfusion (MCAo/R). Slc5a2/SGLT2 mRNA and protein were upregulated de novo in astrocytes. Live cell imaging of brain slices from mice following MCAo/R showed that astrocytes responded to modest increases in D-glucose by increasing intracellular Na+ and cell volume (cytotoxic edema), both of which were inhibited by the SGLT2 inhibitor, canagliflozin. The effect of canagliflozin was studied in three mouse models of stroke: non-diabetic and T2DM mice with a moderate ischemic insult (MCAo/R, 1/24 h) and non-diabetic mice with a severe ischemic insult (MCAo/R, 2/24 h). Canagliflozin reduced infarct volumes in models with moderate but not severe ischemic insults. However, canagliflozin significantly reduced hemispheric swelling and improved neurological function in all models tested. The ability of canagliflozin to reduce brain swelling regardless of an effect on infarct size has important translational implications, especially in large ischemic strokes.
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Affiliation(s)
- Bosung Shim
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - Jesse A. Stokum
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - Mitchell Moyer
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - Natalya Tsymbalyuk
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - Orest Tsymbalyuk
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - Kaspar Keledjian
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - Svetlana Ivanova
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - Cigdem Tosun
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - Volodymyr Gerzanich
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
| | - J. Marc Simard
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (B.S.); (J.A.S.); (M.M.); (N.T.); (O.T.); (K.K.); (S.I.); (C.T.); (V.G.)
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
- Department of Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
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10
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Bai X, Yu F, Tian Q, Li W, Sha A, Cao W, Feng Y, Yang B, Chen Y, Gao P, Wang Y, Chen J, Dmytriw AA, Regenhardt RW, Yang R, Fu Z, Ma Q, Lu J, Jiao L. Clinical Significance and Influencing Factors of Microvascular Tissue Reperfusion After Macrovascular Recanalization. Transl Stroke Res 2023; 14:446-454. [PMID: 35759064 DOI: 10.1007/s12975-022-01053-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 06/15/2022] [Indexed: 11/24/2022]
Abstract
The relevance of impaired microvascular tissue reperfusion despite successful macrovascular angiographic reperfusion (no-reflow) in acute ischemic stroke (AIS) remains controversial. In this study, we aimed to investigate the impact of tissue optimal reperfusion (TOR) and its influencing factors. From December 1, 2020 to December 1, 2021, AIS patients with successful recanalization (modified Thrombolysis in Cerebral Infarction score [mTICI] ≥ 2b) after mechanical thrombectomy (MT) were retrospectively reviewed. Computed tomography perfusion was performed before and after MT. Successful reperfusion was assessed by TOR, defined as > 90% reduction of the Tmax > 6 s lesion volumes between baseline and early follow-up perfusion profiles. The impact of TOR on functional outcomes after successful recanalization and influencing factors for TOR were both investigated. Sixty-three patients were included, including 44 cases in the TOR group and 19 cases in the non-TOR group. The TOR group had a higher rate of favorable outcome (aOR 4.366, 95%CI 1.159-16.445, p = 0.030) and NIHSS improvement (aOR 5.089, 95%CI 1.340-19.322, p = 0.017) than the non-TOR group. Multivariable logistic regression showed baseline glucose (OR 0.648, 95%CI 0.492-0.854, p = 0.002) and mTICI 2c/3 (OR 10.984, 95%CI 2.220-54.343, p = 0.003) predicted TOR in model 1; in model 2, postoperative glucose (OR 0.468, 95%CI 0.278-0.787, p = 0.004) and mTICI 2c/3 (OR 9.436, 95%CI 1.889-47.144, p = 0.006) were predictive. TOR was strongly associated with good functional outcomes after successful recanalization of MT. Higher mTICI grade and lower perioperative glucose level may predict microvascular tissue reperfusion.
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Affiliation(s)
- Xuesong Bai
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
| | - Fan Yu
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, China
- Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, China
| | - Qiuyue Tian
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, 100069, China
| | - Wei Li
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- Department of Neurosurgery, Liaocheng Brain Hospital, Liaocheng, 252000, Shandong, China
| | - Araman Sha
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, China
- Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, China
| | - Wenbo Cao
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
| | - Yao Feng
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
| | - Bin Yang
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
| | - Yanfei Chen
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
| | - Peng Gao
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
- Department of Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yabing Wang
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
| | - Jian Chen
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
| | - Adam A Dmytriw
- Neuroendovascular Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Robert W Regenhardt
- Neuroendovascular Program, Massachusetts General Hospital, Harvard Medical School, Boston, USA
| | - Renjie Yang
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
| | - Zhaolin Fu
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China
- China International Neuroscience Institute (China-INI), Beijing, 100053, China
| | - Qingfeng Ma
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jie Lu
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, China.
- Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, China.
| | - Liqun Jiao
- Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China.
- China International Neuroscience Institute (China-INI), Beijing, 100053, China.
- Department of Interventional Neuroradiology, Xuanwu Hospital, Capital Medical University, Beijing, China.
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Zhou F, Du M, E Y, Chen S, Wang W, Shi H, Zhou J, Zhang Y. Higher Serum E-Selectin Levels Associated with Malignant Brain Edema after Endovascular Thrombectomy for Ischemic Stroke: A Pilot Study. Brain Sci 2023; 13:1097. [PMID: 37509028 PMCID: PMC10376953 DOI: 10.3390/brainsci13071097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 07/11/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
Background and Purpose: Little is known about the effect of soluble adhesion molecules on malignant brain edema (MBE) after endovascular thrombectomy (EVT). This study aimed to explore the association between serum concentrations of E-selectin and the risk of MBE in patients who received EVT. Methods: Patients with a large vessel occlusion stroke in the anterior circulation who underwent EVT were prospectively recruited. Serum soluble E-selectin concentrations were measured after admission for all patients. MBE was defined as a midline shift of ≥5 mm on follow-up imaging within 72 h after surgery. Multivariate logistic regression analyses were performed to determine the association between E-selectin levels and the risk of MBE. Results: Among the 261 included patients (mean age, 69.7 ± 12.3 years; 166 males), 59 (22.6%) developed MBE. Increasing circulating E-selectin levels were associated with an increased risk of MBE after multivariable adjustment (odds ratios [OR], highest vs. lowest quartile: 3.593; 95% confidence interval [CI], 1.178-10.956; p = 0.025). We further observed a significantly positive association between E-selectin and MBE (per 1-standard deviation increase; OR, 1.988; 95% CI, 1.379-2.866, p = 0.001) when the E-selectin levels were analyzed as a continuous variable. Furthermore, the restricted cubic spline demonstrated a linear correlation between serum E-selectin levels and the risk of MBE (p < 0.001 for linearity). Conclusions: In this prospective study, circulating levels of E-selectin were associated with an increased risk of MBE after EVT. Further mechanistic studies are warranted to elucidate the pathophysiology underlying this association.
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Affiliation(s)
- Feng Zhou
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, No. 86 Changle Road, Nanjing 210000, China
| | - Mingyang Du
- Department of Neurology, Cerebrovascular Disease Center, Nanjing Brain Hospital Affiliated to Nanjing Medical University, No. 264 Guangzhou Road, Nanjing 210029, China
| | - Yan E
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, No. 86 Changle Road, Nanjing 210000, China
| | - Shuaiyu Chen
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, No. 86 Changle Road, Nanjing 210000, China
| | - Wei Wang
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, No. 86 Changle Road, Nanjing 210000, China
| | - Hongchao Shi
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, No. 86 Changle Road, Nanjing 210000, China
| | - Junshan Zhou
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, No. 86 Changle Road, Nanjing 210000, China
| | - Yingdong Zhang
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, No. 86 Changle Road, Nanjing 210000, China
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12
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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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Duan H, Geng X, Ding Y. Hepatic responses following acute ischemic stroke: A clinical research update. Brain Circ 2023; 9:57-60. [PMID: 37576577 PMCID: PMC10419733 DOI: 10.4103/bc.bc_31_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 04/26/2023] [Accepted: 04/27/2023] [Indexed: 08/15/2023] Open
Abstract
Acute ischemic stroke (AIS) not only affects the brain but also has significant implications for peripheral organs through neuroendocrine regulation. This reciprocal relationship influences overall brain function and stroke prognosis. Recent research has highlighted the importance of poststroke liver changes in determining patient outcomes. In our previous study, we investigated the relationship between stroke and liver function. Our findings revealed that the prognostic impact of stress-induced hyperglycemia in patients undergoing acute endovascular treatment for acute large vessel occlusion is closely related to their preexisting diabetes status. We found that the liver contributes to stress hyperglycemia after AIS by increasing hepatic gluconeogenesis and decreasing hepatic insulin sensitivity. These changes are detrimental to the brain, particularly in patients without diabetes. Furthermore, we examined the role of bilirubin, a byproduct of hepatic hemoglobin metabolism, in stroke pathophysiology. Our results demonstrated that blood bilirubin levels can serve as predictors of stroke severity and may hold therapeutic potential for reducing oxidative stress-induced stroke injury in patients with mild stroke. These results underscore the potential role of the liver in the oxidative stress response following AIS, paving the way for further investigation into liver-targeted therapeutic strategies to improve stroke prognosis and patient outcomes.
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Affiliation(s)
- Honglian Duan
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Xiaokun Geng
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Luhe Institute of Neuroscience, Capital Medical University, Beijing, China
- Department of Neurosurgery, School of Medicine, Wayne State University, Detroit, MI, USA
| | - Yuchuan Ding
- Department of Neurosurgery, School of Medicine, Wayne State University, Detroit, MI, USA
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Sun Y, Guo Y, Ji Y, Wu K, Wang H, Yuan L, Yang K, Yang Q, Huang X, Zhou Z. New stress-induced hyperglycaemia markers predict prognosis in patients after mechanical thrombectomy. BMC Neurol 2023; 23:132. [PMID: 36997874 PMCID: PMC10061963 DOI: 10.1186/s12883-023-03175-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 03/21/2023] [Indexed: 04/01/2023] Open
Abstract
OBJECTIVE Stress-induced hyperglycaemia (SIH) is a frequent phenomenon that occurs in patients with acute ischaemic stroke. The aim of this study was to investigate the relationship between SIH and the prognosis of mechanical thrombectomy (MT) patients according to the stress hyperglycemia ratio (SHR) and glycaemic gap (GG) indicators, as well as explore its relationship with haemorrhagic transformation (HT). METHODS Patients were enrolled from January 2019 to September 2021 in our centre. SHR was calculated as fasting blood glucose divided by the A1c-derived average glucose (ADAG). GG was calculated as fasting blood glucose minus ADAG. Logistic regression was used to analyse SHR, GG with outcome and HT. RESULTS A total of 423 patients were enrolled in the study. The incidence of SIH was as follows: 191/423 of patients with SHR > 0.89, 169/423 of patients with GG > -0.53. SHR > 0.89 (OR: 2.247, 95% CI: 1.344-3.756, P = 0.002) and GG>-0.53 (OR: 2.305, 95% CI: 1.370-3.879, P = 0.002) were both associated with poor outcomes (modified Rankin Scale > 2) at Day 90 and an increase risk of HT. Additionlly, receiver operating characteristic curves were used to assess the predictive performance of the SHR and GG on outcomes. The area under the curve for SHR to predict poor outcomes was 0.691, with an optimal cut-off value of 0.89. The area under the curve for GG was 0.682, with an optimal cut-off value of -0.53. CONCLUSION High SHR and high GG are strongly associated with poor 90-day prognosis in MT patients and an increased risk of HT.
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Affiliation(s)
- Yi Sun
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China
| | - Yapeng Guo
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China
| | - Yachen Ji
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China
| | - Kangfei Wu
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China
| | - Hao Wang
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China
| | - Lili Yuan
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China
| | - Ke Yang
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China
| | - Qian Yang
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China
| | - Xianjun Huang
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China.
| | - Zhiming Zhou
- Department of Neurology, The First Affiliated Hospital of Wannan Medical College, 2# East Zheshan Road, Wuhu, 241000, People's Republic of China.
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Characterization of perioperative glycemic status and dexamethasone use with associated postoperative complications in glioblastoma patients. Acta Neurochir (Wien) 2023; 165:1031-1040. [PMID: 36879101 DOI: 10.1007/s00701-023-05541-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 02/21/2023] [Indexed: 03/08/2023]
Abstract
PURPOSE Postoperative morbidity in glioblastoma (GBM) patients can be due to the disease course but can also come from postoperative complications. Our objective was to study the association of dexamethasone use and perioperative hyperglycemia with postoperative complications in GBM patients. METHODS A single-center, retrospective cohort study was conducted in patients who underwent surgery for primary GBM from 2014-2018. Patients with perioperative fasting blood glucose (FBG) measurements and adequate follow-up to assess for complications were included. RESULTS A total of 199 patients were included. More than half (53%) had poor perioperative glycemic control (FBG ≥ 7 mM for ≥ 20% perioperative days). Higher dexamethasone dose (≥ 8 mg) was associated with higher FBG on postoperative days 2-4 and 5 (p = 0.02,0.05,0.004,0.02, respectively). Poor glycemic control was associated with increased odds of 30-day any complication and 30-day infection on univariate analysis (UVA), and 30-day any complication and increased length of stay (LOS) on multivariate analysis (MVA). Higher average perioperative daily dexamethasone dose was associated with increased odds of 30-day any complication and 30-day infection on MVA. Elevated hemoglobin A1c (HgbA1c, ≥ 6.5%) was associated with increased odds of 30-day any complication, 30-day infection, and LOS on UVA. In a multivariate linear regression model, only the diagnosis of diabetes mellitus predicted perioperative hyperglycemia. CONCLUSIONS Perioperative hyperglycemia, higher average dexamethasone use and elevated preoperative HgbA1c are associated with increased risk of postoperative complications in GBM patients. Avoiding hyperglycemia and limiting dexamethasone use in postoperative period may decrease the risk of complications. Select HgbA1c screening may allow the identification of a group of patients at higher risk of complications.
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Abstract
Diabetes is a heterogeneous disease that affects 9% of the world's population (11% in the United States). The consequences of diabetes for the brain are severe; it nearly doubles a person's risk of stroke and is a major contributor to risk for cerebral small vessel disease and dementia. These effects on the brain are in addition to peripheral neuropathy, retinopathy, nephropathy, and coronary heart disease. In this article, we explain the treatments that can prevent or mitigate its harmful effects and propose a role for neurologists and other neurology clinicians in managing patients during routine care.
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Duan H, Yun HJ, Rajah GB, Che F, Wang Y, Liu J, Tong Y, Cheng Z, Cai L, Geng X, Ding Y. Large vessel occlusion stroke outcomes in diabetic vs. non-diabetic patients with acute stress hyperglycemia. Front Neurosci 2023; 17:1073924. [PMID: 36777640 PMCID: PMC9911880 DOI: 10.3389/fnins.2023.1073924] [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: 10/19/2022] [Accepted: 01/06/2023] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE This study assesses whether stress-induced hyperglycemia is a predictor of poor outcome at 3 months for patients with acute ischemic stroke (AIS) treated by endovascular treatment (EVT) and impacted by their previous blood glucose status. METHODS This retrospective study collected data from 576 patients with AIS due to large vessel occlusion (LVO) treated by EVT from March 2019 to June 2022. The sample was composed of 230 and 346 patients with and without diabetes mellitus (DM), respectively, based on their premorbid diabetic status. Prognosis was assessed with modified Rankin Scale (mRS) at 3-month after AIS. Poor prognosis was defined as mRS>2. Stress-induced hyperglycemia was assessed by fasting glucose-to-glycated hemoglobin ratio (GAR). Each group was stratified into four groups by quartiles of GAR (Q1-Q4). Binary logistic regression analysis was used to identify relationship between different GAR quartiles and clinical outcome after EVT. RESULTS In DM group, a poor prognosis was seen in 122 (53%) patients and GAR level was 1.27 ± 0.44. These variables were higher than non-DM group and the differences were statistically significant (p < 0.05, respectively). Patients with severe stress-induced hyperglycemia demonstrated greater incidence of 3-month poor prognosis (DM: Q1, 39.7%; Q2, 45.6%; Q3, 58.6%; Q4, 68.4%; p = 0.009. Non-DM: Q1, 31%; Q2, 32.6%; Q3, 42.5%; Q4, 64%; p < 0.001). However, the highest quartile of GAR was independently associated with poor prognosis at 3 months (OR 3.39, 95% CI 1.66-6.96, p = 0.001), compared to the lowest quartile in non-DM patients after logistic regression. This association was not observed from DM patients. CONCLUSION The outcome of patients with acute LVO stroke treated with EVT appears to be influenced by premorbid diabetes status. However, the poor prognosis at 3-month in patients with DM is not independently correlated with stress-induced hyperglycemia. This could be due to the long-term damage of persistent hyperglycemia and diabetic patients' adaptive response to stress following acute ischemic damage to the brain.
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Affiliation(s)
- Honglian Duan
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Ho Jun Yun
- Department of Neurosurgery, School of Medicine, Wayne State University, Detroit, MI, United States
| | - Gary Benjamin Rajah
- Department of Neurosurgery, Munson Healthcare, Munson Medical Center, Traverse City, MI, United States
| | - Fengli Che
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Yanling Wang
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Jing Liu
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Yanna Tong
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Zhe Cheng
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Lipeng Cai
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Xiaokun Geng
- Department of Neurology, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Yuchuan Ding
- Department of Neurosurgery, School of Medicine, Wayne State University, Detroit, MI, United States
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Zhang W, Wu Q, Hao S, Chen S. The hallmark and crosstalk of immune cells after intracerebral hemorrhage: Immunotherapy perspectives. Front Neurosci 2023; 16:1117999. [PMID: 36711145 PMCID: PMC9877537 DOI: 10.3389/fnins.2022.1117999] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 12/30/2022] [Indexed: 01/13/2023] Open
Abstract
Intracerebral hemorrhage (ICH) is one of the most dangerous types of strokes with a high morbidity and mortality rate. Currently, the treatment of ICH is not well developed, mainly because its mechanisms are still unclear. Inflammation is one of the main types of secondary injury after ICH and catalyzes the adverse consequences of ICH. A large number of immune cells are involved in neuroinflammation, such as microglia, astrocytes, oligodendrocytes, lymphocytes, macrophages, and neutrophils. Nevertheless, the characteristics and crosstalk of immune cells have not been fully elucidated. In this review, we endeavor to delve into the respective characteristics of immune cells and their interactions in neuroimmune inflammation, and further elucidate favorable immunotherapeutic approaches regarding ICH, and finally present an outlook.
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Affiliation(s)
- Wenqing Zhang
- School of Medicine, Chongqing University, Chongqing, China,Department of Neurology, Chongqing University Three Gorges Hospital, Chongqing, China
| | - Qingyuan Wu
- Department of Neurology, Chongqing University Three Gorges Hospital, Chongqing, China
| | - Shilei Hao
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing, China,*Correspondence: Shilei Hao,
| | - Shengli Chen
- Department of Neurology, Chongqing University Three Gorges Hospital, Chongqing, China,Shengli Chen,
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Deng Y, Wu S, Liu J, Liu M, Wang L, Wan J, Zhang S, Liu M. The stress hyperglycemia ratio is associated with the development of cerebral edema and poor functional outcome in patients with acute cerebral infarction. Front Aging Neurosci 2022; 14:936862. [PMID: 36118702 PMCID: PMC9474997 DOI: 10.3389/fnagi.2022.936862] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 07/21/2022] [Indexed: 11/13/2022] Open
Abstract
Background and purposeAbsolute hyperglycemia at admission has been shown to be associated with the development of cerebral edema (CED) after acute cerebral infarction. Stress hyperglycemia is a more objective reflection of hyperglycemic state than absolute hyperglycemia. However, studies on the associations between stress hyperglycemia and CED are limited. We aimed to explore the associations of stress hyperglycemia, measured by stress hyperglycemia ratio (SHR), with the development of CED and poor functional outcome of acute cerebral infarction.MethodsPatients with acute middle artery cerebral infarction admitted to the Department of Neurology, West China Hospital of Sichuan University, within 24 h of symptom onset from January 2017 to March 2021 were included. Stress hyperglycemia was assessed by the SHR: admission fasting plasma glucose (FPG)/hemoglobin A1c (HbA1c). The primary outcome was the degree of CED evaluated on brain image. The secondary outcomes were moderate-to-severe CED, poor functional outcome (modified Rankin Scale score > 2), and death at 90 days. The associations between the SHR and outcomes were assessed with multivariate logistic regression analyses. We further compared the predictive value of the SHR, admission random plasma glucose (RPG), and admission FPG for outcomes in the training dataset and validation dataset.Results638 patients were enrolled. Each 0.1-point increase in the SHR was independently associated with a 1.31-fold increased risk of a higher degree of CED [odds ratio (OR): 1.31 (95% confidence interval (CI): 1.20–1.42), P < 0.001]. The SHR was independently associated with moderate-to-severe CED [per 0.1-point increase: OR: 1.39 (95% CI: 1.24–1.57), P < 0.001], poor functional outcome [per 0.1-point increase: OR: 1.25 (95% CI: 1.12–1.40), P < 0.001], and death [per 0.1-point increase: OR: 1.13 (95% CI: 1.03–1.25), P < 0.05]. The predictive value of the SHR (as a continuous variable), exhibited by the area under the curve in receiver operating characteristic analysis, was higher than that of the RPG and FPG for moderate-to-severe CED and poor functional outcome (P < 0.05).ConclusionThe SHR is independently associated with the severity of CED, poor functional outcome, and death after acute cerebral infarction, and the SHR (as a continuous variable) has a better predictive value for moderate-to-severe CED and poor functional outcome than the RPG and FPG.
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Affiliation(s)
- Yilun Deng
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Simiao Wu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Junfeng Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Meng Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Lu Wang
- Department of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - JinCheng Wan
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Shihong Zhang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
- *Correspondence: Shihong Zhang,
| | - Ming Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
- Ming Liu,
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Geng X, Duan H, Kohls W, Ilagan R, Ding Y. Mini review: Hyperglycemia in ischemic stroke. ENVIRONMENTAL DISEASE 2022. [DOI: 10.4103/ed.ed_26_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
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