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Liu S, Fan D, Zang F, Gu N, Yin Y, Ge X, Zhang L, Chen X, Zhang Z, Xie C. Collateral circulation detected by arterial spin labeling predicts outcome in acute ischemic stroke. Acta Neurol Scand 2022; 146:635-642. [PMID: 36062837 DOI: 10.1111/ane.13694] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 07/16/2022] [Accepted: 08/14/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Robust collateral circulation is strongly associated with good outcomes in acute ischemic stroke (AIS). AIMS To determine whether collateral circulation detected by arterial spin labeling (ASL) magnetic resonance imaging could predict good clinical outcome in AIS patients with 90 days follow-up. MATERIALS AND METHODS Total 58 AIS patients with anterior circulation stroke were recruited. Collateral circulation was defined as arterial transit artifact in ASL images. Modified Rankin Scale (mRS), the Barthel Index, and National Institutes of Health Stroke Scale (NIHSS) were employed to evaluate neurological function for the baseline and 90 days follow-up. The percent changes of these scores were also calculated, respectively. Finally, a support vector classifier model of machine learning and receiver operating characteristic curve were employed to estimate the power of ASL collaterals (ASLcs) predicting the clinical outcome. RESULTS Patients with ASLcs represented higher rate of good outcome (83.30% vs. 31.25%, p < .001) and lower follow-up mRS scores (p < .001), when compared to patients without ASLcs. There were significant differences for percent changes of mRS scores and NIHSS scores between these two groups. Further, the presence of ASLcs could predict good clinical outcome (OR, 1.54; 95% CI, 1.10-2.16), even after controlling for baseline NIHSS scores. The SVC model incorporating baseline NIHSS scores and ASLcs had significant predictive effect (accuracy, 79.3%; AUC, 0.806) on clinical prognosis for AIS patients. DISCUSSION We targeted on the non-invasive assessment of collateral circulation using ASL technique and found that patients with ASLcs were more likely to have a good clinical outcome after AIS. This finding is of guiding significance for treatment selection and prognostic prediction. CONCLUSIONS Early ASLcs assessment provides a good powerful tool to predict clinical outcome for AIS patients with 90 days follow-up.
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Affiliation(s)
- Sangni Liu
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Dandan Fan
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Feifei Zang
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Nan Gu
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Yun Yin
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Xiao Ge
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Ling Zhang
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Xiang Chen
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Zhengsheng Zhang
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China.,Neuropsychiatric Institute, Affiliated ZhongDa Hospital, Southeast University, Nanjing, China
| | - Chunming Xie
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China.,Neuropsychiatric Institute, Affiliated ZhongDa Hospital, Southeast University, Nanjing, China.,The Key Laboratory of Developmental Genes and Human Disease, Southeast University, Nanjing, China
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Garcia-Esperon C, Ostman C, Walker FR, Chew B, Edwards S, Emery J, Bendall J, Alanati K, Dunkerton S, Starling de Barros R, Amin M, Gangadharan S, Lillicrap T, Parsons M, Levi CR, Spratt NJ. The Hunter-8 scale prehospital triage workflow for identification of large vessel occlusion and brain haemorrhage. PREHOSP EMERG CARE 2022:1-7. [PMID: 36053543 DOI: 10.1080/10903127.2022.2120134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
ObjectiveThe Hunter-8 prehospital stroke scale predicts large vessel occlusion in hyperacute ischemic stroke patients (LVO) at hospital admission. We wished to test its performance in the hands of paramedics as part of a prehospital triage algorithm. We aimed to determine a) the proportion of patients identified by the Hunter-8 algorithm, receiving reperfusion therapies, b) whether a call to stroke team improved this, and c) performance for LVO detection using an expanded LVO definition.MethodsA prehospital workflow combining pre-morbid functional status, time from symptom onset, and the Hunter-8 scale was implemented from July 2019. A telephone call to the stroke team was prompted for potential treatment candidates. Classic LVO was defined as a proximal middle cerebral artery (MCA-M1), terminal internal carotid artery, or tandem occlusion. Extended LVO added proximal MCA-M2 and basilar occlusions.ResultsFrom July 2019 to April 2021, there were 363 Hunter-8 activations, 320 analysed: 181 (56.6%) had confirmed ischemic strokes, 13 (4.1%) transient ischemic attack, 91 (28.5%) stroke mimics, and 35 (10.9%) intracranial haemorrhage. Fifty-two patients (16.3%) received reperfusion therapies, 35 with Hunter-8 ≥ 8. The stroke doctor changed the final destination for 76 patients (23.7%), and five received reperfusion therapies. The AUCs for classic and extended LVO were 0.73 (95% CI 0.66-0.79) and 0.72 (95% CI 0.65-0.77), respectively.ConclusionThe Hunter-8 workflow resulted in 28.7% of confirmed ischemic stroke patients receiving reperfusion therapies, with no secondary transfers to the comprehensive stroke centre. The role of communication with stroke team needs to be further explored.
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Affiliation(s)
- C Garcia-Esperon
- Department of Neurology, John Hunter Hospital, Australia.,College of Health, Medicine, and Wellbeing, University of Newcastle, Australia.,Hunter Medical Research Institute, Newcastle, Australia
| | - C Ostman
- Department of Neurology, John Hunter Hospital, Australia.,College of Health, Medicine, and Wellbeing, University of Newcastle, Australia
| | - F R Walker
- College of Health, Medicine, and Wellbeing, University of Newcastle, Australia.,Hunter Medical Research Institute, Newcastle, Australia
| | - Bla Chew
- Department of Neurology, John Hunter Hospital, Australia
| | - S Edwards
- New South Wales Ambulance, Rozelle, Australia
| | - J Emery
- New South Wales Ambulance, Rozelle, Australia
| | - J Bendall
- Department of Neurology, John Hunter Hospital, Australia.,New South Wales Ambulance, Rozelle, Australia
| | - K Alanati
- Department of Neurology, John Hunter Hospital, Australia
| | - S Dunkerton
- Department of Neurology, John Hunter Hospital, Australia
| | | | - M Amin
- Department of Neurology, John Hunter Hospital, Australia
| | - S Gangadharan
- Department of Neurology, John Hunter Hospital, Australia
| | - T Lillicrap
- Hunter Medical Research Institute, Newcastle, Australia
| | - M Parsons
- College of Health, Medicine, and Wellbeing, University of Newcastle, Australia.,Hunter Medical Research Institute, Newcastle, Australia.,University of New South Wales South Western Sydney Clinical School, Ingham Institute for Applied Medical Research, Department of Neurology, Liverpool Hospital, Sydney, Australia
| | - C R Levi
- Department of Neurology, John Hunter Hospital, Australia.,College of Health, Medicine, and Wellbeing, University of Newcastle, Australia.,Hunter Medical Research Institute, Newcastle, Australia
| | - N J Spratt
- Department of Neurology, John Hunter Hospital, Australia.,College of Health, Medicine, and Wellbeing, University of Newcastle, Australia.,Hunter Medical Research Institute, Newcastle, Australia
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Guisado-Alonso D, Camps-Renom P, Delgado-Mederos R, Granell E, Prats-Sánchez L, Martínez-Domeño A, Guasch-Jiménez M, Acosta MV, Ramos-Pachón A, Martí-Fàbregas J. Automated scoring of collaterals, blood pressure, and clinical outcome after endovascular treatment in patients with acute ischemic stroke and large-vessel occlusion. Front Neurol 2022; 13:944779. [PMID: 36016546 PMCID: PMC9397141 DOI: 10.3389/fneur.2022.944779] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Accepted: 07/11/2022] [Indexed: 11/16/2022] Open
Abstract
Introduction We aimed to determine whether the degree of collateral circulation is associated with blood pressure at admission in acute ischemic stroke patients treated with endovascular treatment and to determine its prognostic value. Methods We evaluated patients with anterior large vessel occlusion treated with endovascular treatment in a single-center prospective registry. We collected clinical and radiological data. Automated and validated software (Brainomix Ltd., Oxford, UK) was used to generate the collateral score (CS) from the baseline single-phase CT angiography: 0, filling of ≤10% of the occluded MCA territory; 1, 11–50%; 2, 51–90%; 3, >90%. When dichotomized, we considered that CS was good (CS = 2–3), or poor (CS = 0–1). We performed bivariate and multivariable ordinal logistic regression analysis to predict CS categories in our population. The secondary outcome was to determine the influence of automated CS on functional outcome at 3 months. We defined favorable functional outcomes as mRS 0–2 at 3 months. Results We included 101 patients with a mean age of 72.1 ± 13.1 years and 57 (56.4%) of them were women. We classified patients into 4 groups according to the CS: 7 patients (6.9%) as CS = 0, 15 (14.9%) as CS = 1, 43 (42.6%) as CS = 2 and 36 (35.6%) as CS = 3. Admission systolic blood pressure [aOR per 10 mmHg increase 0.79 (95% CI 0.68–0.92)] and higher baseline NIHSS [aOR 0.90 (95% CI, 0.84–0.96)] were associated with a worse CS. The OR of improving 1 point on the 3-month mRS was 1.63 (95% CI, 1.10–2.44) favoring a better CS (p = 0.016). Conclusion In acute ischemic stroke patients with anterior large vessel occlusion treated with endovascular treatment, admission systolic blood pressure was inversely associated with the automated scoring of CS on baseline CT angiography. Moreover, a good CS was associated with a favorable outcome.
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Affiliation(s)
- Daniel Guisado-Alonso
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
| | - Pol Camps-Renom
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
- *Correspondence: Pol Camps-Renom
| | - Raquel Delgado-Mederos
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
| | - Esther Granell
- Department of Radiology, UDIAT Corporació Sanitària Parc Taulí, Sabadell, Spain
| | - Luis Prats-Sánchez
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
| | - Alejandro Martínez-Domeño
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
| | - Marina Guasch-Jiménez
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
| | - M. Victoria Acosta
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
| | - Anna Ramos-Pachón
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
| | - Joan Martí-Fàbregas
- Stroke Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona (Department of Medicine), Barcelona, Spain
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Nisar T, Lebioda K, Shaulov S, Shapouran S, Abu-Hadid O, Tofade T, Khandelwal P. Interplay between anemia parameters and collateral status in patients who undergo mechanical thrombectomy. J Clin Neurosci 2022; 104:34-41. [PMID: 35944336 DOI: 10.1016/j.jocn.2022.07.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/07/2022] [Accepted: 07/25/2022] [Indexed: 10/16/2022]
Abstract
INTRODUCTION Anemia is associated with higher morbidity and mortality, but its association with acute ischemic stroke (AIS) is not well established. We aim to determine the association of five-day anemia parameters with clinical outcomes in patients with an AIS, depending on their pre-mechanical thrombectomy (MT) collateral status. METHODS We performed a retrospective chart review of patients who underwent MT at a comprehensive stroke center from 7/2014 to 12/2020. The patients were divided into good and poor collateral groups depending on their pre-MT collateral status. A blinded board-certified neuroradiologist used collateral grading scale of Maas ≥ 3 to designate good collaterals on the pre-MT CT Angiogram. A binary logistic regression analysis was performed, controlling for the baseline parameters, with the five-day anemia parameters as predictors. The outcomes were functional independence (mRS 0-2), mortality, and early neurological improvement. RESULTS A total of 220 met the inclusion criteria. 94 (42.72 %) patients had good collaterals, while 126 (57.27 %) patients had poor collaterals. In the multivariable analysis, for patients with good collaterals, the higher values of five-day mean Hb (12.41 ± 1.87 vs 11.32 ± 1.95; OR, 0.72; 95 % CI, 0.54-0.95; P 0.018), five-day mean HCT (37.43 ± 5.1 vs 34.35 ± 5.5; OR, 0.89; 95 % CI, 0.81-0.98; P 0.018) and lower values of the difference between peak and trough values of Hb (1.75 ± 1.15 vs 2.41 ± 1.35; OR, 1.71; 95 % CI, 1.07-2.74; P 0.025) were associated with functional independence. For patients with poor collaterals, there was no association between five-day mean Hb, mean HCT parameters with functional independence, lower mortality, and early neurological improvement. CONCLUSION Our study was suggestive of an association between higher mean values of Hb and HCT over a five-day period and good clinical outcomes in patients with good collaterals who undergo MT for an anterior circulation LVO. This association was not found in the poor collateral group.
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Affiliation(s)
- Taha Nisar
- University of South Alabama, Mobile, AL, USA.
| | | | | | | | | | - Toluwalase Tofade
- Rutgers New Jersey Medical School, Newark, NJ, USA; Montefiore Medical Center, The Bronx, NY, USA
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Zhang M, Shi Q, Yue Y, Zhang M, Zhao L, Yan C. Evaluation of T2-FLAIR combined with ASL on the collateral circulation of acute ischemic stroke. Neurol Sci 2022; 43:4891-4900. [DOI: 10.1007/s10072-022-06042-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 03/24/2022] [Indexed: 12/09/2022]
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56
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Association of 24-hour blood pressure parameters post-thrombectomy with functional outcomes according to collateral status. J Neurol Sci 2022; 441:120369. [DOI: 10.1016/j.jns.2022.120369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 07/07/2022] [Accepted: 07/27/2022] [Indexed: 11/17/2022]
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Beyond collaterals: brain frailty additionally improves prediction of clinical outcome in acute ischemic stroke. Eur Radiol 2022; 32:6943-6952. [PMID: 35471667 DOI: 10.1007/s00330-022-08792-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 03/15/2022] [Accepted: 04/01/2022] [Indexed: 12/21/2022]
Abstract
OBJECTIVES We aimed to investigate the additional significance of cerebral small vessel disease (SVD) beyond collaterals in determining the clinical outcome after acute ischemic stroke (AIS). METHODS We retrospectively reviewed large vessel-involved stroke patients who had baseline CTA within 24 h after symptom onset and had an MRI scan 5 days after admission from October 1, 2018, to October 31, 2021. Collaterals and SVD markers (including atrophy, leukoaraiosis, lacunes, and perivascular space) were graded on CT angiography and MR images, respectively. Modified Rankin Scale (mRS) score at 90 days was recorded, and mRS ≤ 2 was regarded as a good clinical outcome. The associations between SVD markers, collaterals, and mRS were analyzed using logistic and causal mediation regression. RESULTS We finally enrolled 119 patients (70 ± 13 years). The multivariable regression showed atrophy (evidence: OR 0.05 [95% CI 0.01-0.31], p = 0.002; severe: OR 0.08 [95% CI 0.01-0.44], p = 0.007) and evidence of lacune (OR 0.30 [95% CI 0.08-0.96], p = 0.049) were associated with poor clinical outcomes after correcting covariables. Collaterals mediated 25.74% of the effect of atrophy on poor clinical outcomes (p < 0.001), while lacune impacted clinical outcomes without collaterals' mediation effect (p = 0.54). The classification model with atrophy and lacune had a significantly higher AUC than without markers to distinguish good and poor outcomes (p = 0.036). CONCLUSIONS Beyond collaterals, brain frailty, specifically assessed by atrophy and lacune, was essential in evaluating stroke patients and could additionally improve the stroke outcome prediction. KEY POINTS • Beyond collaterals, brain frailty, specifically assessed by brain atrophy and lacune, was still an independent risk factor of unfavorable clinical outcomes after AIS. • Adding brain atrophy and lacune into the model has an extra benefit in predicting stroke outcomes. • The effect of atrophy on stroke outcomes was proportionally mediated through collaterals, but about three-quarters of the effect of brain atrophy and the total effect of lacune directly impacted stroke outcomes without a mediation effect of collaterals.
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Hung SH, Kramer S, Werden E, Campbell BCV, Brodtmann A. Pre-stroke Physical Activity and Cerebral Collateral Circulation in Ischemic Stroke: A Potential Therapeutic Relationship? Front Neurol 2022; 13:804187. [PMID: 35242097 PMCID: PMC8886237 DOI: 10.3389/fneur.2022.804187] [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: 10/29/2021] [Accepted: 01/12/2022] [Indexed: 11/13/2022] Open
Abstract
Favorable cerebral collateral circulation contributes to hindering penumbral tissue from progressing to infarction and is associated with positive clinical outcomes after stroke. Given its clinical importance, improving cerebral collateral circulation is considered a therapeutic target to reduce burden after stroke. We provide a hypothesis-generating discussion on the potential association between pre-stroke physical activity and cerebral collateral circulation in ischemic stroke. The recruitment of cerebral collaterals in acute ischemic stroke may depend on anatomical variations, capacity of collateral vessels to vasodilate, and individual risk factors. Physical activity is associated with improved cerebral endothelial and vascular function related to vasodilation and angiogenic adaptations, and risk reduction in individual risk factors. More research is needed to understand association between cerebral collateral circulation and physical activity. A presentation of different methodological considerations for measuring cerebral collateral circulation and pre-stroke physical activity in the context of acute ischemic stroke is included. Opportunities for future research into cerebral collateral circulation, physical activity, and stroke recovery is presented.
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Affiliation(s)
- Stanley Hughwa Hung
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Sharon Kramer
- Centre for Quality and Patient Safety Research, Alfred Health Partnership, Melbourne, VIC, Australia.,Faculty of Health, School of Nursing and Midwifery, Deakin University, Geelong, VIC, Australia
| | - Emilio Werden
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC, Australia.,Melbourne Dementia Research Centre, The Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia
| | - Bruce C V Campbell
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC, Australia.,Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, VIC, Australia
| | - Amy Brodtmann
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC, Australia.,Melbourne Dementia Research Centre, The Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia
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Sharobeam A, Yan B. Advanced imaging in acute ischemic stroke: an updated guide to the hub-and-spoke hospitals. Curr Opin Neurol 2022; 35:24-30. [PMID: 34845146 DOI: 10.1097/wco.0000000000001020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW The purpose of this review is to summarize the role of the hub-and-spoke system in acute stroke care, highlight the role of advanced imaging and discuss emerging concepts and trials relevant to the hub-and-spoke model. RECENT FINDINGS The advent of advanced stroke multimodal imaging has provided increased treatment options for patients, particularly in rural and regional areas. When used in the hub-and-spoke model, advanced imaging can help facilitate and triage transfers, appropriately select patients for acute therapy and treat patients who may otherwise be ineligible based on traditional time metrics.Recent, ongoing trials in this area may lead to an even greater range of patients being eligible for acute reperfusion therapy, including mild strokes and patients with large core infarct volumes. SUMMARY Integration of advanced imaging into a hub-and-spoke system, when complemented with other systems including telemedicine, improves access to acute stroke care for patients in regional and rural areas.
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Affiliation(s)
- Angelos Sharobeam
- Melbourne Brain Centre, The Royal Melbourne Hospital, Parkville, Australia
- School of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville
- Victorian Stroke Telemedicine Service, Ambulance Victoria, Australia
| | - Bernard Yan
- Melbourne Brain Centre, The Royal Melbourne Hospital, Parkville, Australia
- School of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville
- Neurointervention Service, The Royal Melbourne Hospital, Parkville, Australia
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Multiphase arterial spin labeling imaging to predict early recurrent ischemic lesion in acute ischemic stroke. Sci Rep 2022; 12:1456. [PMID: 35087157 PMCID: PMC8795409 DOI: 10.1038/s41598-022-05465-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 12/03/2021] [Indexed: 11/21/2022] Open
Abstract
In acute ischemic stroke (AIS), the hemodynamics around the lesion are important because they determine the recurrence or prognosis of the disease. This study evaluated the effects of perfusion deficits in multiphase arterial spin labeling (ASL) and related radiological parameters on the occurrence of early recurrent ischemic lesions (ERILs) in AIS. We assessed AIS patients who underwent multiphase ASL within 24 h of symptom onset and follow-up diffusion-weighted imaging within 7 days. ASL perfusion deficit, arterial transit artifact (ATA), and intra-arterial high-intensity signal (IAS) were manually rated as ASL parameters. A total of 134 patients were evaluated. In the multivariable analyses, ASL perfusion deficit [adjusted odds ratio (aOR) = 2.82, 95% confidence interval = 1.27–6.27] was positively associated with ERIL. Furthermore, when ATA was accompanied, the ASL perfusion deficit was not associated with ERIL occurrence. Meanwhile, IAS showed a synergistic effect with ASL perfusion deficit on the occurrence of ERIL. In conclusion, we demonstrated the association between perfusion deficits in multiphase ASL with ERIL in patients with AIS. This close association was attenuated by ATA and was enhanced by IAS. ASL parameters may help identify high-risk patients of ERIL occurrence during the acute period.
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Messina SA. Collaterals Will Be Key to Opening the Window of Intervention beyond 24 Hours. Radiology 2021; 302:408-409. [PMID: 34726538 DOI: 10.1148/radiol.2021211800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Steven A Messina
- From the Department of Radiology, Mayo Clinic Alix School of Medicine, 200 1st St SW, Rochester, MN 55905
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Regenhardt RW, González RG, He J, Lev MH, Singhal AB. Symmetric CTA Collaterals Identify Patients with Slow-progressing Stroke Likely to Benefit from Late Thrombectomy. Radiology 2021; 302:400-407. [PMID: 34726532 PMCID: PMC8792270 DOI: 10.1148/radiol.2021210455] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Background Understanding ischemic core growth rate (IGR) is key in identifying patients with slow-progressing large vessel occlusion (LVO) stroke who may benefit from delayed endovascular thrombectomy (EVT). Purpose To evaluate whether symmetric collateral pattern at CT angiography (CTA) can help to identify patients with low IGR and small 24-hour diffusion-weighted MRI ischemic core volume in patients with LVO not treated with reperfusion therapies. Materials and Methods In this secondary analysis of clinical trial data from before EVT became standard of care from January 2007 to June 2009, patients with anterior proximal LVO not treated with reperfusion therapies were evaluated. All patients underwent admission CTA and at least three MRI examinations at four time points over 48 hours. Arterial phase CTA collaterals at presentation were categorized as symmetric, malignant, or other. Diffusion-weighted MRI ischemic core volume and IGR at multiple time points were determined. The IGR at presentation was defined as follows: (ischemic core volume in cubic centimeters)/(time since stroke symptom onset in hours). Multivariable analyses and receiver operator characteristic analyses were used. Results This study evaluated 31 patients (median age, 71 years; interquartile range, 61-81 years; 19 men) with median National Institutes of Health Stroke Scale (NIHSS) score of 13. Collaterals were symmetric (45%; 14 of 31), malignant (13%; four of 31), or other (42%; 13 of 31). Median ischemic core volume was different between collateral patterns at all time points. Presentation was as follows: symmetric, 16 cm3; other, 69 cm3; and malignant, 104 cm3 (P < .001). At 24 hours, median ischemic core volumes were as follows: symmetric, 28 cm3; other, 156 cm3; and malignant, 176 cm3 (P < .001). Median IGR was also different, and most pronounced at presentation: symmetric, 4 cm3 per hour; other, 17 cm3 per hour; and malignant, 20 cm3 per hour (P < .001). After multivariable adjustment, independent determinants of higher presentation IGR included only higher NIHSS (parameter estimate [β = 0.20; 95% CI: 0.05, 0.36; P = .008) and worse collaterals (β = -2.90; 95% CI: -4.31, -1.50; P < .001). The only independent determinant of 24-hour IGR was worse collaterals (β = -2.03; 95% CI: -3.28, -0.78; P = .001). Symmetric collaterals had sensitivity of 87% (13 of 15) and specificity of 94% (15 of 16) for 24-hour ischemic core volume less than 50 cm3 (area under the receiver operating characteristic curve, 0.92; 95% CI: 0.81, 1.00; P < .001). Conclusion In patients with large vessel occlusion not treated with reperfusion therapies, symmetric collateral pattern at CT angiography was common and highly specific for low ischemic core growth rate and small 24-hour ischemic core volume as assessed at diffusion-weighted MRI. After further outcome studies, collateral status at presentation may prove useful in triage for endovascular thrombectomy, especially when MRI and CT perfusion are unavailable. Clinical trial registration no. NCT00414726. © RSNA, 2021 Online supplemental material is available for this article. See also the editorial by Messina in this issue.
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Affiliation(s)
- Robert W. Regenhardt
- From the Departments of Neurology (R.W.R., A.B.S.), Neurosurgery (R.W.R.), and Radiology (R.G.G., J.H., M.H.L.), Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, WACC 729C, Boston, MA 02114; Athinoula A Martinos Center for Biomedical Imaging, Charlestown, Mass (R.G.G.); and Mass General Brigham Center for Clinical Data Science, Boston, Mass (R.G.G.)
| | - R Gilberto González
- From the Departments of Neurology (R.W.R., A.B.S.), Neurosurgery (R.W.R.), and Radiology (R.G.G., J.H., M.H.L.), Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, WACC 729C, Boston, MA 02114; Athinoula A Martinos Center for Biomedical Imaging, Charlestown, Mass (R.G.G.); and Mass General Brigham Center for Clinical Data Science, Boston, Mass (R.G.G.)
| | - Julian He
- From the Departments of Neurology (R.W.R., A.B.S.), Neurosurgery (R.W.R.), and Radiology (R.G.G., J.H., M.H.L.), Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, WACC 729C, Boston, MA 02114; Athinoula A Martinos Center for Biomedical Imaging, Charlestown, Mass (R.G.G.); and Mass General Brigham Center for Clinical Data Science, Boston, Mass (R.G.G.)
| | - Michael H. Lev
- From the Departments of Neurology (R.W.R., A.B.S.), Neurosurgery (R.W.R.), and Radiology (R.G.G., J.H., M.H.L.), Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, WACC 729C, Boston, MA 02114; Athinoula A Martinos Center for Biomedical Imaging, Charlestown, Mass (R.G.G.); and Mass General Brigham Center for Clinical Data Science, Boston, Mass (R.G.G.)
| | - Aneesh B. Singhal
- From the Departments of Neurology (R.W.R., A.B.S.), Neurosurgery (R.W.R.), and Radiology (R.G.G., J.H., M.H.L.), Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, WACC 729C, Boston, MA 02114; Athinoula A Martinos Center for Biomedical Imaging, Charlestown, Mass (R.G.G.); and Mass General Brigham Center for Clinical Data Science, Boston, Mass (R.G.G.)
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63
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Luijten SPR, van der Donk SC, Compagne KCJ, Yo LSF, Sprengers MES, Majoie CBLM, Roos YBWEM, van Zwam WH, van Oostenbrugge R, Dippel DWJ, van der Lugt A, Roozenbeek B, Bos D. Intracranial carotid artery calcification subtype and collaterals in patients undergoing endovascular thrombectomy. Atherosclerosis 2021; 337:1-6. [PMID: 34662837 DOI: 10.1016/j.atherosclerosis.2021.10.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 09/29/2021] [Accepted: 10/11/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND AND AIMS Distinct subtypes of intracranial carotid artery calcification (ICAC) have been found (i.e., medial and intimal), which may differentially be associated with the formation of collaterals. We investigated the association of ICAC subtype with collateral status in patients undergoing endovascular thrombectomy (EVT) for ischemic stroke. We further investigated whether ICAC subtype modified the association between collateral status and functional outcome. METHODS We used data from 2701 patients with ischemic stroke undergoing EVT. Presence and subtype of ICAC were assessed on baseline non-contrast CT. Collateral status was assessed on baseline CT angiography using a visual scale from 0 (absent) to 3 (good). We investigated the association of ICAC subtype with collateral status using ordinal and binary logistic regression. Next, we assessed whether ICAC subtype modified the association between collateral status and functional outcome (modified Rankin Scale, 0-6). RESULTS Compared to patients without ICAC, we found no association of intimal or medial ICAC with collateral status (ordinal variable). When collateral grades were dichotomized (3 versus 0-2), we found that intimal ICAC was significantly associated with good collaterals in comparison to patients without ICAC (aOR, 1.41 [95%CI:1.06-1.89]) or with medial ICAC (aOR, 1.50 [95%CI:1.14-1.97]). The association between higher collateral grade and better functional outcome was significantly modified by ICAC subtype (p for interaction = 0.01). CONCLUSIONS Patients with intimal ICAC are more likely to have good collaterals and benefit more from an extensive collateral circulation in terms of functional outcome after EVT.
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Affiliation(s)
- Sven P R Luijten
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands.
| | - Sophie C van der Donk
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Kars C J Compagne
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Lonneke S F Yo
- Department of Radiology, Catharina Ziekenhuis, Eindhoven, the Netherlands
| | - Marieke E S Sprengers
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Charles B L M Majoie
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Yvo B W E M Roos
- Department of Neurology, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Wim H van Zwam
- Department of Radiology, Maastricht University Medical Center, Maastricht, the Netherlands
| | | | - Diederik W J Dippel
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Bob Roozenbeek
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Daniel Bos
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, the Netherlands; Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands.
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64
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Arenillas JF. Infarct Core Growth Velocity: Characterizing the Hot Penumbra Without Looking at It. Stroke 2021; 52:4007-4009. [PMID: 34583529 DOI: 10.1161/strokeaha.121.035682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Juan F Arenillas
- Stroke Program, Department of Neurology, Hospital Clínico Universitario Valladolid, Spain. Clinical Neurosciences Research Group, Department of Medicine, University of Valladolid, Spain
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65
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Lin L, Zhang H, Chen C, Bivard A, Butcher K, Garcia-Esperon C, Spratt NJ, Levi CR, Parsons MW, Li G. Stroke Patients With Faster Core Growth Have Greater Benefit From Endovascular Therapy. Stroke 2021; 52:3998-4006. [PMID: 34583531 DOI: 10.1161/strokeaha.121.034205] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND AND PURPOSE This study aimed to explore whether the therapeutic benefit of endovascular thrombectomy (EVT) was mediated by core growth rate. METHODS This retrospective cohort study identified acute ischemic stroke patients with large vessel occlusion and receiving reperfusion treatment, either EVT or intravenous thrombolysis (IVT), within 4.5 hours of stroke onset. Patients were divided into 2 groups: EVT versus IVT only patients (who had no access to EVT). Core growth rate was estimated by the acute core volume on perfusion computed tomography divided by the time from stroke onset to perfusion computed tomography. The primary clinical outcome was good outcome defined by 3-month modified Rankin Scale score of 0-2. Tissue outcome was the final infarction volume. RESULTS A total of 806 patients were included, 429 in the EVT group (recanalization rate of 61.6%) and 377 in the IVT only group (recanalization rate of 44.7%). The treatment effect of EVT versus IVT only was mediated by core growth rate, showing a significant interaction between EVT treatment and core growth rate in predicting good clinical outcome (interaction odds ratio=1.03 [1.01-1.05], P=0.007) and final infarct volume (interaction odds ratio=-0.44 [-0.87 to -0.01], P=0.047). For patients with fast core growth of >25 mL/h, EVT treatment (compared with IVT only) increased the odds of good clinical outcome (adjusted odds ratio=3.62 [1.21-10.76], P=0.021) and resulted in smaller final infarction volume (37.5 versus 73.9 mL, P=0.012). For patients with slow core growth of <15 mL/h, there were no significant differences between the EVT and the IVT only group in either good clinical outcome (adjusted odds ratio=1.44 [0.97-2.14], P=0.070) or final infarction volume (22.6 versus 21.9 mL, P=0.551). CONCLUSIONS Fast core growth was associated with greater benefit from EVT compared with IVT in the early <4.5-hour time window.
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Affiliation(s)
- Longting Lin
- South Western Clinical School, Faculty of Medicine (L.L., M.W.P.), University of New South Wales, Sydney, Australia.,Faculty of Health, University of Newcastle, Hunter Medical Research Institute, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.).,Department of Neurology, John Hunter Hospital, Newcastle, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.)
| | - Hao Zhang
- Shanghai East Hospital, Tongji University, China (H.Z., G.L.)
| | - Chushuang Chen
- Faculty of Health, University of Newcastle, Hunter Medical Research Institute, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.).,Department of Neurology, John Hunter Hospital, Newcastle, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.)
| | - Andrew Bivard
- Melbourne Brain Centre, Royal Melbourne Hospital, University of Melbourne, Australia (A.B., M.W.P.)
| | - Kenneth Butcher
- Prince of Wales Clinical School (K.B.), University of New South Wales, Sydney, Australia
| | - Carlos Garcia-Esperon
- Faculty of Health, University of Newcastle, Hunter Medical Research Institute, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.).,Department of Neurology, John Hunter Hospital, Newcastle, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.)
| | - Neil J Spratt
- Faculty of Health, University of Newcastle, Hunter Medical Research Institute, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.).,Department of Neurology, John Hunter Hospital, Newcastle, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.)
| | - Christopher R Levi
- Faculty of Health, University of Newcastle, Hunter Medical Research Institute, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.).,Department of Neurology, John Hunter Hospital, Newcastle, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.).,The Sydney Partnership for Health, Education, Research and Enterprise, Australia (C.R.L.)
| | - Mark W Parsons
- South Western Clinical School, Faculty of Medicine (L.L., M.W.P.), University of New South Wales, Sydney, Australia.,Faculty of Health, University of Newcastle, Hunter Medical Research Institute, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.).,Department of Neurology, John Hunter Hospital, Newcastle, Australia (L.L., C.C., C.G.-E., N.J.S., C.R.L., M.W.P.).,Melbourne Brain Centre, Royal Melbourne Hospital, University of Melbourne, Australia (A.B., M.W.P.)
| | - Gang Li
- Shanghai East Hospital, Tongji University, China (H.Z., G.L.)
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Peng TJ, Ortega-Gutiérrez S, de Havenon A, Petersen NH. Blood Pressure Management After Endovascular Thrombectomy. Front Neurol 2021; 12:723461. [PMID: 34539562 PMCID: PMC8446280 DOI: 10.3389/fneur.2021.723461] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 08/12/2021] [Indexed: 11/13/2022] Open
Abstract
Endovascular thrombectomy (EVT) has changed the landscape of acute stroke therapy and has become the standard of care for selected patients presenting with anterior circulation large-vessel occlusion (LVO) stroke. Despite successful reperfusion, many patients with LVO stroke do not regain functional independence. Particularly, patients presenting with extremes of blood pressure (BP) or hemodynamic variability are found to have a worse clinical recovery, suggesting blood pressure optimization as a potential neuroprotective strategy. Current guidelines acknowledge the lack of randomized trials to evaluate the optimal hemodynamic management during the immediate post-stroke period. Following reperfusion, lower blood pressure targets may be warranted to prevent reperfusion injury and promote penumbral recovery, but adequate BP targets adjusted to individual patient factors such as degree of reperfusion, infarct size, and overall hemodynamic status remain undefined. This narrative review outlines the physiological mechanisms of BP control after EVT and summarizes key observational studies and clinical trials evaluating post-EVT BP targets. It also discusses novel treatment strategies and areas of future research that could aid in the determination of the optimal post-EVT blood pressure.
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Affiliation(s)
- Teng J Peng
- Department of Neurology, Yale University School of Medicine, New Haven, CT, United States
| | - Santiago Ortega-Gutiérrez
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA, United States
| | - Adam de Havenon
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Nils H Petersen
- Department of Neurology, Yale University School of Medicine, New Haven, CT, United States
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Yang B, Ding Y, Liu X, Cai Y, Yang X, Lu Q, Gu W, Liu L, Pu Y. Matrix metallopeptidase 9 and placental growth factor may correlate with collateral status based on whole-brain perfusion combined with multiphase computed tomography angiography. Neurol Res 2021; 43:838-845. [PMID: 34107864 DOI: 10.1080/01616412.2021.1939238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE The aim of this study was to find out the relationship between serum biomarkers and cerebral collateral status in acute ischemic stroke with cerebral large artery atherosclerosis. METHODS We enrolled patients with ischemic stroke due to large artery atherosclerosis within 7 days of symptom onset, age 18-80 years, from August 2016 to December 2017. Twelve biomarkers representing different pathophysiological mechanisms were tested after admission. Whole-brain perfusion combined with multiphase computed tomography angiography was performed to assess cerebral collateral structure and function. RESULTS Fifty-two patients completed the test of candidate biomarkers and recruited in this study. The mean age was 55.0 (11.1) years, 42 (80.8%) patients were male, 20 (38.5%) had poor collateral, 36 (69.2%) patients had anterior circulation stenosis or occlusion. Compared with poor collateral group, the level of MMP-9 (135,475.00 pg/ml vs. 103,612.00 pg/ml, p = 0.040) and PGF (5.75 pg/ml vs. 3.46 pg/ml, p = 0.046) was significantly higher in good collateral group. The adjusted OR (95%CI) of MMP-9 and PGF were 5.533 (1.10-27.74, p = 0.038), 7.73 (1.41-42.39, p = 0.018), respectively. sTie-2 level had a positive correlation with proportion of Tmax 4-6 (r = 0.302, p = 0.033) and HMW-KGN had negative correlation with proportion of Tmax 6-8 (r = -0.338, p = 0.02). After adjustment, the correlation of sTie-2 level and proportion of Tmax 4-6 was statistically significant (p = 0.003), and correlation of HMW-KGN and Tmax6-8 was not statistically significant (p = 0.056). DISCUSSION Serum PGF and MMP-9 levels may correlate with collateral status based on MP-CTA in acute ischemic stroke patients with cerebral large artery atherosclerosis. Higher PGF and MMP-9 concentration associated with good collateral status.
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Affiliation(s)
- Bo Yang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yarong Ding
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xin Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yuan Cai
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xinxuan Yang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Qixuan Lu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Weibin Gu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Liping Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China.,Beijing Key Laboratory of Translational Medicine for Cerebrovascular Disease, Beijing, China
| | - Yuehua Pu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Olivot JM. Beyond Mismatch, Perfusion Imaging Predicts Infarct Growth Before Revascularization. Neurology 2020; 96:41-42. [PMID: 33262227 DOI: 10.1212/wnl.0000000000011271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Jean Marc Olivot
- From the Acute Stroke Unit, Toulouse NeuroImaging Center and Clinical Investigation Center, Centre Hospitalier Universitaire de Toulouse, France.
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