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Sun D, Huo X, Raynald, Mo D, Gao F, Ma N, Albers GW, Miao Z. Outcome prediction value of critical area perfusion score for acute basilar artery occlusion. Interv Neuroradiol 2023; 29:702-709. [PMID: 36112757 PMCID: PMC10680966 DOI: 10.1177/15910199221125853] [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: 07/05/2022] [Accepted: 08/25/2022] [Indexed: 11/29/2023] Open
Abstract
PURPOSE To investigate the performance of the Critical Area Perfusion Score (CAPS), based on computed tomography perfusion (CTP) time to maximum (Tmax) > 10s maps, to predict the outcome in acute basilar artery occlusion (BAO) in patients undergoing endovascular treatment (EVT). METHODS We perform a retrospective analysis of a prospectively collected database of acute BAO treated with EVT in a comprehensive stroke center. The favorable outcome was defined as the 90-day modified Rankin Scale (mRS) ≤ 3. We performed the logistic regression analysis to find the independent predictors of the favorable outcome. Then, we used receiver operating characteristic analyses to assess the predictive value of the imaging parameters, including CAPS, Posterior Circulation Alberta Stroke Program Early CT Score (PC-ASPECTS), pons midbrain index (PMI), posterior circulation computed tomography angiography (PC-CTA) score, Basilar Artery on Computed Tomography Angiography (BATMAN) score, and CTP parameters. Finally, the Delong test was used to compare the area under the curve (AUC) of CAPS against the other imaging parameters. RESULTS Of the 65 enrolled patients, the incidence of the favorable outcome was 44.6% (29/65). Low CAPS (per 1- point increased odds ratio [OR], 0.43; 95% confidence interval [CI], 0.22-0.86; P = 0.017) and admission National Institutes of Health Stroke Scale (NIHSS) (per 1- point increased OR, 0.80; 95% CI, 0.70-0.91; P = 0.001) were independently associated with favorable outcome. The AUC of CAPS was 0.83 (95% CI, 0.74-0.93; P < 0.001) with ≤ 3 cut-off value, 89.66% sensitivity, 77.22% specificity, and 80.00% accuracy, which was greater than the other imaging parameters (All P for Delong test < 0.05). CONCLUSIONS CAPS was the most accurate imaging-based outcome predictor in acute BAO patients. Future large prospective multicenter studies are needed to verify these results.
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Affiliation(s)
- Dapeng Sun
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xiaochuan Huo
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Raynald
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Dapeng Mo
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Feng Gao
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ning Ma
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Gregory W Albers
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Zhongrong Miao
- Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Liu J, Wang J, Wu J, Gu S, Yao Y, Li J, Li Y, Ren H, Luo T. Comparison of two computed tomography perfusion post-processing software to assess infarct volume in patients with acute ischemic stroke. Front Neurosci 2023; 17:1151823. [PMID: 37179549 PMCID: PMC10166848 DOI: 10.3389/fnins.2023.1151823] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 04/07/2023] [Indexed: 05/15/2023] Open
Abstract
Objectives We used two automated software commonly employed in clinical practice-Olea Sphere (Olea) and Shukun-PerfusionGo (PerfusionGo)-to compare the diagnostic utility and volumetric agreement of computed tomography perfusion (CTP)-predicted final infarct volume (FIV) with true FIV in patients with anterior-circulation acute ischemic stroke (AIS). Methods In all, 122 patients with anterior-circulation AIS who met the inclusion and exclusion criteria were retrospectively enrolled and divided into two groups: intervention group (n = 52) and conservative group (n = 70), according to recanalization of blood vessels and clinical outcome (NIHSS) after different treatments. Patients in both groups underwent one-stop 4D-CT angiography (CTA)/CTP, and the raw CTP data were processed on a workstation using Olea and PerfusionGo post-processing software, to calculate and obtain the ischemic core (IC) and hypoperfusion (IC plus penumbra) volumes, hypoperfusion in the conservative group and IC in the intervention group were used to define the predicted FIV. The ITK-SNAP software was used to manually outline and measure true FIV on the follow-up non-enhanced CT or MRI-DWI images. Intraclass correlation coefficients (ICC), Bland-Altman, and Kappa analysis were used to compare the differences in IC and penumbra volumes calculated by the Olea and PerfusionGo software to investigate the relationship between their predicted FIV and true FIV. Results The IC and penumbra difference between Olea and PerfusionGo within the same group (p < 0.001) was statistically significant. Olea obtained larger IC and smaller penumbra than PerfusionGo. Both software partially overestimated the infarct volume, but Olea significantly overestimated it by a larger percentage. ICC analysis showed that Olea performed better than PerfusionGo (intervention-Olea: ICC 0.633, 95%CI 0.439-0.771; intervention-PerfusionGo: ICC 0.526, 95%CI 0.299-0.696; conservative-Olea: ICC 0.623, 95%CI 0.457-0.747; conservative-PerfusionGo: ICC 0.507, 95%CI 0.312-0.662). Olea and PerfusionGo had the same capacity in accurately diagnosing and classifying patients with infarct volume <70 ml. Conclusion Both software had differences in the evaluation of the IC and penumbra. Olea's predicted FIV was more closely correlated with the true FIV than PerfusionGo's prediction. Accurate assessment of infarction on CTP post-processing software remains challenging. Our results may have important practice implications for the clinical use of perfusion post-processing software.
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Affiliation(s)
- Jiayang Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jingjie Wang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jiajing Wu
- Department of Radiology, Hospital of PLA Army, Chongqing, China
| | - Sirun Gu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yunzhuo Yao
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jing Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Huanhuan Ren
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Department of Radiology, Chongqing General Hospital, Chongqing, China
| | - Tianyou Luo
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Ahmed A, Hamam O, Niri SG, Oeltzchner G, Garg T, Elmandouh O, Intrapiromkul J, Yedavalli V. Computed tomography perfusion stroke mimics on RAPID commercial software: A case-based review. Brain Circ 2023; 9:68-76. [PMID: 37576575 PMCID: PMC10419735 DOI: 10.4103/bc.bc_100_22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 02/17/2023] [Accepted: 03/01/2023] [Indexed: 08/15/2023] Open
Abstract
Acute ischemic stroke (AIS) is a leading cause of morbidity worldwide and can present with nonspecific symptoms, making diagnosis difficult. Many neurologic diseases present similarly to stroke; stroke mimics account for up to half of all hospital admissions for stroke. Stroke therapies carry risk, so accurate diagnosis of AIS is crucial for prompt treatment and prevention of adverse outcomes for patients with stroke mimics. Computed tomography (CT) perfusion techniques have been used to distinguish between nonviable tissue and penumbra. RAPID is an operator-independent, automated CT perfusion imaging software that can aid clinicians in diagnosing strokes quickly and accurately. In this case-based review, we demonstrate the applications of RAPID in differentiating between strokes and stroke mimics.
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Affiliation(s)
- Amara Ahmed
- Department of Clinical Sciences, Florida State University College of Medicine, Tallahassee, FL, USA
| | - Omar Hamam
- Division of Neuroradiology, Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Tushar Garg
- Department of Radiology, Mayo Clinic, Jacksonville, FL, USA
| | - Omar Elmandouh
- Russell H. Morgan Department of Radiology and Radiological Science, Division of Neuroradiology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Mo X, Cui Y, Yuan J, Hang Z, Jiang X, Duan G, Liang L, Huang Z, Li S, Sun P, Chen W, Wei L, Guo Y, Deng D. Study on a new "One-stop-shop" scan protocol combining brain CT perfusion and head-and-neck CT angiography by using 256-detector CT for stroke patients. Eur J Radiol 2022; 154:110426. [PMID: 35797790 DOI: 10.1016/j.ejrad.2022.110426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 03/20/2022] [Accepted: 06/24/2022] [Indexed: 12/30/2022]
Abstract
PURPOSE We sought to evaluate the performance of a new "one-stop-shop" scan protocol combining brain computed tomography perfusion (CTP) and head-and-neck CT angiography (CTA) imaging for acute stroke patients using a 256-detector CT scanner. METHOD From March to August 2020, 60 patients (30 men and 30 women) aged 22-88 years with suspected acute stroke were enrolled and randomly divided into 2 groups to undergo brain CTP and head-and-neck CTA with a 256-detector CT system. Group A used traditional scan protocol with a separate brain CTP and head-and-neck CT examination that included non-contrast-enhanced and contrast-enhanced acquisitions; group B used the new "one-stop-shop" scan protocol with head-and-neck CTA data inserted into brain CTP scans at the peak time (PT) of the arterial phase. The insertion point of the head-and-neck CTA data was determined by a test bolus. The examination time, contrast dose, radiation dose, and image quality were compared between the groups. RESULTS The total contrast dose was reduced by 40% in group B compared to group A (60 mL vs. 100 mL). The imaging time was 52.5 ± 2.6 s in group B and 74.9 ± 3.3 s in group A, showing a reduction of approximately 43% in group B. There was no significant difference in image quality both quantitatively and qualitatively between the groups (all P > 0.05). Group B had a slight reduction in dose length product (1139.0 ± 45.3 vs. 1211.6 ± 31.9 mGy·cm, P < 0.001). CONCLUSIONS The proposed "one-stop-shop" scan protocol combining brain CTP and head-and-neck CTA on a 256-detector CT system can reduce imaging time and contrast dose, without affecting image quality or perfusion results, compared to the traditional protocol of separating the examinations.
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Affiliation(s)
- Xiaping Mo
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Yu Cui
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Jie Yuan
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Zufei Hang
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Xueyuan Jiang
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Gaoxiong Duan
- Department of Radiology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning 530021, Guangxi, China
| | - Lingyan Liang
- Department of Radiology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning 530021, Guangxi, China
| | - Zengchao Huang
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Shasha Li
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Peiyi Sun
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Wei Chen
- Department of Neurology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Lanzhen Wei
- Department of Radiology, First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning 530023, Guangxi, China
| | - Ying Guo
- GE Healthcare, Computed Tomography Research Center, Beijing 100176, China
| | - Demao Deng
- Department of Radiology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning 530021, Guangxi, China.
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Li J, Peng Y, Liu J, Wu J, Yao Y, Gu S, Zhang Z, Li Y, Wang J, Li Y. Estimation of ischemic core in acute ischemic stroke with CT angiography and non-contrast CT: Attenuation changes in ASPECTS regions vs. automated ASPECTS scoring. Front Neurosci 2022; 16:933753. [PMID: 35958990 PMCID: PMC9360489 DOI: 10.3389/fnins.2022.933753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 06/28/2022] [Indexed: 12/04/2022] Open
Abstract
Purpose Reperfusion therapies for acute ischemic stroke due to large-vessel occlusion (AIS-LVO) are highly time-dependent, and large infarction is related to poor outcomes and risk of symptomatic hemorrhage. It is of significance to investigate and optimize the screening means and selection criteria for reperfusion therapies to identify more appropriate patients with better outcomes. This study aimed to compare the performance of attenuation changes vs. automated Alberta Stroke Program Early CT Score (ASPECTS) and using CT angiography (CTA) source images vs. non-contrast CT (NCCT) in distinguishing the infarction extent of ischemic core volumes ≥ 70 ml within different time windows. Methods A total of 73 patients with AIS-LVO who received multimodal CT were analyzed. The automated software was used to calculate ASPECTS. Attenuation change was defined as the sum of products of relative Hounsfield unit (rHU) values times weighting factors of all 10 ASPECTS regions. rHU value of each region was the HU of the ischemic side over that of the contralateral. The corresponding weighting factors were the regression coefficients derived from a multivariable linear regression model which was used to correlate regional rHU with ischemic core volumes, because each region in the ASPECTS template is weighted disproportionally in the ASPECTS system. Automated ASPECTS and attenuation changes were both calculated using CTA and NCCT, respectively. Results Attenuation changes were correlated with ischemic core volumes within different time windows (Rho ranging from 0.439 to 0.637). In classification of the ischemic core ≥ 70 ml, the performances of attenuation changes were comparable with ASPECTS (area under the curve [AUC] ranging from 0.799 to 0.891), with DeLong’s test (P = 0.079, P = 0.373); using CTA (AUC = 0.842) was not different from NCCT (AUC = 0.838). Conclusion Attenuation changes in ASPECTS regions were correlated with ischemic core volumes. In the classification of infarction volumes, attenuation changes had a high diagnostic ability comparable with automated ASPECTS. Measurement of attenuation changes is not involved in complicated scoring algorithms. This measurement can be used as an available, rapid, reliable, and accurate means to evaluate infarction extent within different time windows. The usefulness of infarction volumes measured by attenuation changes to identify more appropriate patients for reperfusion therapies can be validated in future clinical trials.
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Affiliation(s)
- Jing Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Medical Imaging Center, Central Hospital of Shaoyang, Shaoyang, China
| | - Yuling Peng
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jiayang Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jiajing Wu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yunzhuo Yao
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Sirun Gu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhiwei Zhang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yi Li
- Artificial Intelligence and Clinical Innovation Research, Neusoft Research of Intelligent Healthcare Technology, Co., Ltd., Shanghai, China
| | - Jingjie Wang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- *Correspondence: Jingjie Wang,
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Yongmei Li,
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Fabritius MP, Tiedt S, Puhr-Westerheide D, Grosu S, Maurus S, Schwarze V, Rübenthaler J, Stueckelschweiger L, Ricke J, Liebig T, Kellert L, Feil K, Dimitriadis K, Kunz WG, Reidler P. Computed Tomography Perfusion Deficit Volumes Predict Functional Outcome in Patients With Basilar Artery Occlusion. Stroke 2021; 52:2016-2023. [PMID: 33947212 DOI: 10.1161/strokeaha.120.032924] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Matthias P Fabritius
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Steffen Tiedt
- Institute for Stroke and Dementia Research (S.T., K.D.), University Hospital, LMU Munich, Germany
| | - Daniel Puhr-Westerheide
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Sergio Grosu
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Stefan Maurus
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Vincent Schwarze
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Johannes Rübenthaler
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Lena Stueckelschweiger
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Jens Ricke
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Thomas Liebig
- Department of Neuroradiology (T.L.), University Hospital, LMU Munich, Germany
| | - Lars Kellert
- Department of Neurology (L.K., K.F., K.D.), University Hospital, LMU Munich, Germany
| | - Katharina Feil
- Department of Neurology (L.K., K.F., K.D.), University Hospital, LMU Munich, Germany.,German Center for Vertigo and Balance Disorders (K.F.), University Hospital, LMU Munich, Germany
| | - Konstantinos Dimitriadis
- Institute for Stroke and Dementia Research (S.T., K.D.), University Hospital, LMU Munich, Germany.,Department of Neurology (L.K., K.F., K.D.), University Hospital, LMU Munich, Germany
| | - Wolfgang G Kunz
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Paul Reidler
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
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Verdolotti T, Pilato F, Cottonaro S, Monelli E, Giordano C, Guadalupi P, Benenati M, Ramaglia A, Costantini AM, Alexandre A, Di Iorio R, Colosimo C. ColorViz, a New and Rapid Tool for Assessing Collateral Circulation during Stroke. Brain Sci 2020; 10:brainsci10110882. [PMID: 33233665 PMCID: PMC7699692 DOI: 10.3390/brainsci10110882] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 11/11/2020] [Accepted: 11/18/2020] [Indexed: 11/21/2022] Open
Abstract
Prognosis of patients with acute ischemic stroke is strictly related to the patency and prominence of the collateral leptomeningeal pathways distal to the arterial occlusion. The gold standard for assessment of collateral circulation is conventional angiography, but it is invasive and used in selected cases. To date, the most reliable technique is multiphase CTA; currently, the available classifications of collateral circles are often complex, time-consuming, and require a trained observer. The purpose of our work is to establish the effectiveness of a new semi-automatic post-processing software (ColorViz FastStroke, GE Healthcare, Milwaukee, Wisconsin) in evaluation of collateral circulation compared to the six-point classifications of multiphase CTA already validated in literature. We selected 86 patients with anterior ischemic stroke symptoms who underwent multiphasic CTA in our emergency department. Two radiologists separately evaluated the collateral leptomeningeal vessels, analyzing respectively, the multiphase CTA (using the six-point scale and its trichotomized form) and ColorViz (using a three-point scale). Then the results were matched. We found a good correlation between the two different analyses; the main advantage of ColorViz is that, while maintaining fast diagnostic times, it allows a simpler and more immediate evaluation of collateral circulation, especially for less experienced radiologists.
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Affiliation(s)
- Tommaso Verdolotti
- UOC Radiologia e Neuroradiologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (A.M.C.); (A.A.); (C.C.)
- Correspondence:
| | - Fabio Pilato
- Neurology, Neurophysiology and Neurobiology Unit, Department of Medicine, Università Campus bio-medico di Roma, 00128 Rome, Italy;
| | - Simone Cottonaro
- Dipartimento di Diagnostica per Immagini, Università Cattolica del Sacro Cuore, Istituto di Radiologia, 00168 Rome, Italy; (S.C.); (E.M.); (C.G.); (P.G.)
| | - Edoardo Monelli
- Dipartimento di Diagnostica per Immagini, Università Cattolica del Sacro Cuore, Istituto di Radiologia, 00168 Rome, Italy; (S.C.); (E.M.); (C.G.); (P.G.)
| | - Carolina Giordano
- Dipartimento di Diagnostica per Immagini, Università Cattolica del Sacro Cuore, Istituto di Radiologia, 00168 Rome, Italy; (S.C.); (E.M.); (C.G.); (P.G.)
| | - Pamela Guadalupi
- Dipartimento di Diagnostica per Immagini, Università Cattolica del Sacro Cuore, Istituto di Radiologia, 00168 Rome, Italy; (S.C.); (E.M.); (C.G.); (P.G.)
| | - Massimo Benenati
- Dipartimento di Diagnostica per Immagini, Radioterapia, Oncologia ed Ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (M.B.); (A.R.)
| | - Antonia Ramaglia
- Dipartimento di Diagnostica per Immagini, Radioterapia, Oncologia ed Ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (M.B.); (A.R.)
| | - Alessandro Maria Costantini
- UOC Radiologia e Neuroradiologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (A.M.C.); (A.A.); (C.C.)
| | - Andrea Alexandre
- UOC Radiologia e Neuroradiologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (A.M.C.); (A.A.); (C.C.)
| | - Riccardo Di Iorio
- Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy;
| | - Cesare Colosimo
- UOC Radiologia e Neuroradiologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy; (A.M.C.); (A.A.); (C.C.)
- Dipartimento di Diagnostica per Immagini, Università Cattolica del Sacro Cuore, Istituto di Radiologia, 00168 Rome, Italy; (S.C.); (E.M.); (C.G.); (P.G.)
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Kim WJ, Bae S, Kang CJ, Kim DY. Clinical Factors Associated with Deep Vein Thrombosis in Rehabilitation Patients Suspected of Thromboembolism after Cerebral Infarction. BRAIN & NEUROREHABILITATION 2019; 13:e7. [PMID: 36744188 PMCID: PMC9879456 DOI: 10.12786/bn.2020.13.e7] [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: 10/10/2019] [Revised: 10/25/2019] [Accepted: 10/27/2019] [Indexed: 11/08/2022] Open
Abstract
The aim of this study is to investigate the association between characteristics of cerebral infarction lesion (vascular territory, etiology, and size), functional status and the occurrence of thromboembolism in patients suspected of having thromboembolism in a rehabilitation setting after cerebral infarction. Cerebral infarction patients who were suspected of having thromboembolism and who had undergone deep vein thrombosis (DVT) evaluation were included in analyses. Of the total 916 cerebral infarction patients, 65 patients were suspected of having DVT; 27 patients belonged to the DVT group and 38 patients belonged to the non-DVT group. The DVT (+) group was more likely to have a higher ratio of female, previous DVT history, middle cerebral artery (MCA) infarction, large arterial disease, modified Rankin Scale (mRS) score 5, abnormal speech and higher D-dimer. In multivariate logistic regression analysis, female sex, MCA infarction and mRS score 5 were significantly associated with the occurrence of thromboembolism in patients suspected of having thromboembolism. In contrast, other functional status, cerebral infarction etiology (Trial of ORG 10172 in Acute Stroke Treatment [TOAST] classification), and infarct volume were not associated with the occurrence of thromboembolism. In this study, female gender, MCA infarction, and mRS score 5 could be potential risk factors for thromboembolism in rehabilitation patients after cerebral infarction.
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Affiliation(s)
- Won Jun Kim
- Department of Rehabilitation Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Suhwan Bae
- Department of Rehabilitation Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Cheon Ji Kang
- Department of Rehabilitation Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dae Yul Kim
- Department of Rehabilitation Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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9
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Fabritius MP, Reidler P, Froelich MF, Rotkopf LT, Liebig T, Kellert L, Feil K, Tiedt S, Kazmierczak PM, Thierfelder KM, Puhr-Westerheide D, Kunz WG. Incremental Value of Computed Tomography Perfusion for Final Infarct Prediction in Acute Ischemic Cerebellar Stroke. J Am Heart Assoc 2019; 8:e013069. [PMID: 31631729 PMCID: PMC6898835 DOI: 10.1161/jaha.119.013069] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Background The diagnosis of ischemic cerebellar stroke is challenging because of nonspecific symptoms and very limited accuracy of commonly applied computed tomography (CT) imaging. Advances in CT perfusion imaging provide increasing value in the detection of posterior circulation stroke, but the prognostic value remains unclear. We aimed to identify imaging parameters that predict morphologic outcome in cerebellar stroke patients using advanced CT including whole‐brain CT perfusion (WB‐CTP). Methods and Results We selected all subjects with cerebellar WB‐CTP perfusion deficits and follow‐up‐confirmed cerebellar infarction from a consecutive cohort with suspected stroke who underwent WB‐CTP. Posterior‐circulation‐Acute‐Stroke‐Prognosis‐Early‐CT‐Score (pc‐ASPECTS) was determined on noncontrast CT, CT angiography source images, and on parametric WB‐CTP maps. Cerebellar perfusion deficit volumes on all maps and the final infarction volume on follow‐up imaging were quantified. Uni‐ and multivariate regression analyses were performed. Sixty patients fulfilled the inclusion criteria. pc‐ASPECTS on CT angiography source images (ß, −9.239; 95% CI, −14.220 to −4.259; P<0.001) and cerebral blood flow deficit volume (ß, 0.886; 95% CI, 0.684 to 1.089; P<0.001) were significantly associated with final infarction volume in univariate linear regression analysis. The association of cerebral blood flow deficit volume (ß, 0.830; 95% CI, 0.605–1.055; P<0.001) was confirmed in a multivariate linear regression model adjusted for age, sex, pc‐ASPECTS on noncontrast CT, and CT angiography source images and the National Institutes of Health Stroke Scale score on admission. No other clinical or imaging parameters were associated with cerebellar stroke final infarction volume (P>0.05). Conclusions In contrast to noncontrast CT and CT angiography, WB‐CTP imaging contains prognostic information for morphologic outcome in patients with acute cerebellar stroke.
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Affiliation(s)
| | - Paul Reidler
- Department ot Radiology University Hospital, LMU Munich Munich Germany
| | | | - Lukas T Rotkopf
- Department ot Radiology University Hospital, LMU Munich Munich Germany
| | - Thomas Liebig
- Department of Neuroradiology University Hospital LMU Munich Germany
| | - Lars Kellert
- Department of Neurology University Hospital LMU Munich Germany.,Department of Neurology University Hospital Heidelberg Germany
| | - Katharina Feil
- Department of Neurology University Hospital LMU Munich Germany.,German Center for Vertigo and Balance Disorders University Hospital LMU Munich Germany
| | - Steffen Tiedt
- Institute for Stroke and Dementia Research University Hospital LMU Munich Germany
| | | | - Kolja M Thierfelder
- Institute of Diagnostic and Interventional Radiology Pediatric Radiology and Neuroradiology University Medical Center Rostock Germany
| | | | - Wolfgang G Kunz
- Department ot Radiology University Hospital, LMU Munich Munich Germany
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10
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Sheth SA, Lopez-Rivera V, Barman A, Grotta JC, Yoo AJ, Lee S, Inam ME, Savitz SI, Giancardo L. Machine Learning-Enabled Automated Determination of Acute Ischemic Core From Computed Tomography Angiography. Stroke 2019; 50:3093-3100. [PMID: 31547796 DOI: 10.1161/strokeaha.119.026189] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose- The availability of and expertise to interpret advanced neuroimaging recommended in the guideline-based endovascular stroke therapy (EST) evaluation are limited. Here, we develop and validate an automated machine learning-based method that evaluates for large vessel occlusion (LVO) and ischemic core volume in patients using a widely available modality, computed tomography angiogram (CTA). Methods- From our prospectively maintained stroke registry and electronic medical record, we identified patients with acute ischemic stroke and stroke mimics with contemporaneous CTA and computed tomography perfusion (CTP) with RAPID (IschemaView) post-processing as a part of the emergent stroke workup. A novel convolutional neural network named DeepSymNet was created and trained to identify LVO as well as infarct core from CTA source images, against CTP-RAPID definitions. Model performance was measured using 10-fold cross validation and receiver-operative curve area under the curve (AUC) statistics. Results- Among the 297 included patients, 224 (75%) had acute ischemic stroke of which 179 (60%) had LVO. Mean CTP-RAPID ischemic core volume was 23±42 mL. LVO locations included internal carotid artery (13%), M1 (44%), and M2 (21%). The DeepSymNet algorithm autonomously learned to identify the intracerebral vasculature on CTA and detected LVO with AUC 0.88. The method was also able to determine infarct core as defined by CTP-RAPID from the CTA source images with AUC 0.88 and 0.90 (ischemic core ≤30 mL and ≤50 mL). These findings were maintained in patients presenting in early (0-6 hours) and late (6-24 hours) time windows (AUCs 0.90 and 0.91, ischemic core ≤50 mL). DeepSymNet probabilities from CTA images corresponded with CTP-RAPID ischemic core volumes as a continuous variable with r=0.7 (Pearson correlation, P<0.001). Conclusions- These results demonstrate that the information needed to perform the neuroimaging evaluation for endovascular therapy with comparable accuracy to advanced imaging modalities may be present in CTA, and the ability of machine learning to automate the analysis.
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Affiliation(s)
- Sunil A Sheth
- From the Departments of Neurology (S.A.S., V.L.-R., S.L., S.I.S.), UTHealth McGovern Medical School, Houston, TX.,Institute for Stroke and Cerebrovascular Diseases (S.I.S., S.A.S., A.B., L.G.), UTHealth McGovern Medical School, Houston, TX
| | - Victor Lopez-Rivera
- From the Departments of Neurology (S.A.S., V.L.-R., S.L., S.I.S.), UTHealth McGovern Medical School, Houston, TX
| | - Arko Barman
- Institute for Stroke and Cerebrovascular Diseases (S.I.S., S.A.S., A.B., L.G.), UTHealth McGovern Medical School, Houston, TX.,Center for Precision Health, UTHealth School of Biomedical Informatics, Houston, TX (A.B., L.G.)
| | - James C Grotta
- Clinical Innovation and Research Institute, Memorial Hermann Hospital, Texas Medical Center, Houston (J.C.G.)
| | - Albert J Yoo
- Texas Stroke Institute, Dallas-Fort Worth (A.J.Y.)
| | - Songmi Lee
- From the Departments of Neurology (S.A.S., V.L.-R., S.L., S.I.S.), UTHealth McGovern Medical School, Houston, TX
| | - Mehmet E Inam
- Neurosurgery (M.E.I.), UTHealth McGovern Medical School, Houston, TX
| | - Sean I Savitz
- From the Departments of Neurology (S.A.S., V.L.-R., S.L., S.I.S.), UTHealth McGovern Medical School, Houston, TX.,Institute for Stroke and Cerebrovascular Diseases (S.I.S., S.A.S., A.B., L.G.), UTHealth McGovern Medical School, Houston, TX
| | - Luca Giancardo
- Diagnostic and Interventional Imaging (L.G.), UTHealth McGovern Medical School, Houston, TX.,Institute for Stroke and Cerebrovascular Diseases (S.I.S., S.A.S., A.B., L.G.), UTHealth McGovern Medical School, Houston, TX.,Center for Precision Health, UTHealth School of Biomedical Informatics, Houston, TX (A.B., L.G.)
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11
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Meng Y, Yu K, Zhang L, Liu Y. Cognitive Decline in Asymptomatic Middle Cerebral Artery Stenosis Patients with Moderate and Poor Collaterals: A 2-Year Follow-Up Study. Med Sci Monit 2019; 25:4051-4058. [PMID: 31148547 PMCID: PMC6558999 DOI: 10.12659/msm.913797] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Background The aim of this study was to determine whether poor collaterals contribute to the occurrence of certain types of cognitive disorders in asymptomatic middle cerebral artery stenosis (MCAS). Material/Methods Patients aged ≥45 years with asymptomatic MCAS confirmed by computed tomography angiography were included in a single-center retrospective study. They did not have prior stroke or dementia. Within 7 days of admission, MRI and comprehensive neuropsychological assessment were performed. Cognitive assessment was conducted after 2 years. Two independent neuroradiologists evaluated intracranial collaterals by using the Miteff scale. Demographic date and Fazekas scores were collected. Results A total of 173 patients with asymptomatic MCAS (66% men, mean age 59.4 years) and 42 controls (45% men, mean age 61.4 years) were enrolled. Executive function, attention, and information-processing speed in poor collateral circulation patients were more frequently and more often impaired than those in good collateral circulation patients. Throughout the study period, patients with poor collateral circulation had worse executive function, attention, and information-processing speed than those with moderate collateral circulation. Over time, MCAS patients with good collateral circulation did not show an association with cognitive function. Conclusions MCAS patients with moderate and poor collateral circulation have impairment of ≥1 cognitive domain over time. The affected domains are consistent with the profile of vascular cognitive impairment. Good collateral circulation is more important in patients with MCAS, and is associated with less risk of cognitive disorders.
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Affiliation(s)
- Yuanyuan Meng
- Department of Neurology, Shengli Oilfield Central Hospital, Dongying, Shandong, China (mainland)
| | - Kun Yu
- Department of Neurology, Shengli Oilfield Central Hospital, Dongying, Shandong, China (mainland)
| | - Ligong Zhang
- Department of Neurology, Shengli Oilfield Central Hospital, Dongying, Shandong, China (mainland)
| | - Yingchun Liu
- Department of Neurology, Shengli Oilfield Central Hospital, Dongying, Shandong, China (mainland)
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12
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Mulder IA, Holswilder G, van Walderveen MAA, van der Schaaf IC, Bennink E, Horsch AD, Kappelle LJ, Velthuis BK, Dankbaar JW, Terwindt GM, Schonewille WJ, Visser MC, Ferrari MD, Algra A, Wermer MJH. Stroke progression and clinical outcome in ischemic stroke patients with a history of migraine. Int J Stroke 2019; 14:946-955. [DOI: 10.1177/1747493019851288] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background Patients with migraine might be more susceptible of spreading depolarizations, which are known to affect vascular and neuronal function and penumbra recovery after stroke. We investigated whether these patients have more severe stroke progression and less favorable outcomes after recanalization therapy. Methods We included patients from a prospective multicenter ischemic stroke cohort. Lifetime migraine history was based on the International Classification of Headache Disorders II criteria. Patients without confirmed migraine diagnosis were excluded. Patients underwent CT angiography and CT perfusion <9 h of onset and follow-up CT after three days. On admission, presence of a perfusion deficit, infarct core and penumbra volume, and blood brain barrier permeability (BBBP) were assessed. At follow-up we assessed malignant edema, hemorrhagic transformation, and final infarct volume. Outcome at three months was evaluated with the modified Rankin Scale (mRS). We calculated adjusted relative risks (aRR) or difference of means (aB) with regression analyses. Results We included 600 patients of whom 43 had migraine. There were no differences between patients with or without migraine in presence of a perfusion deficit on admission (aRR: 0.98, 95%CI: 0.77–1.25), infarct core volume (aB: -10.8, 95%CI: -27.04–5.51), penumbra volume (aB: -11.6, 95%CI: -26.52–3.38), mean blood brain barrier permeability (aB: 0.08, 95%CI: -3.11–2.96), malignant edema (0% vs. 5%), hemorrhagic transformation (aRR: 0.26, 95%CI: 0.04–1.73), final infarct volume (aB: -14.8, 95%CI: 29.9–0.2) or outcome after recanalization therapy (mRS > 2, aRR: 0.50, 95%CI: 0.21–1.22). Conclusion Elderly patients with a history of migraine do not seem to have more severe stroke progression and have similar treatment outcomes compared with patients without migraine.
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Affiliation(s)
- Inge A Mulder
- Department of Neurology, Leiden University Medical Center, Leiden, the Netherlands
| | - Ghislaine Holswilder
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | | | | | - Edwin Bennink
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Alexander D Horsch
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - L Jaap Kappelle
- Department of Neurology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Birgitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Gisela M Terwindt
- Department of Neurology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Marieke C Visser
- Department of Neurology, VU Medical Center, Amsterdam, the Netherlands
| | - Michel D Ferrari
- Department of Neurology, Leiden University Medical Center, Leiden, the Netherlands
| | - Ale Algra
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
- Department of Neurology, University Medical Center Utrecht, Utrecht, the Netherlands
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Marieke JH Wermer
- Department of Neurology, Leiden University Medical Center, Leiden, the Netherlands
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13
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Becks MJ, Manniesing R, Vister J, Pegge SA, Steens SC, van Dijk EJ, Prokop M, Meijer FJ. Brain CT perfusion improves intracranial vessel occlusion detection on CT angiography. J Neuroradiol 2019; 46:124-129. [DOI: 10.1016/j.neurad.2018.03.003] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 01/18/2018] [Accepted: 03/10/2018] [Indexed: 10/17/2022]
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14
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CT perfusion hypervolemia: brain ischemia or stroke mimic? Neuroradiology 2019; 61:361-363. [DOI: 10.1007/s00234-019-02175-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 01/16/2019] [Indexed: 10/27/2022]
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15
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Shaker H, Khan M, Mulderink T, Koehler TJ, Scurek R, Tubergen T, Packard L, Singer J, Mazaris P, Min J, Wees N, Khan N, Abdelhak T. The Role of CT Perfusion in Defining the Clinically Relevant Core Infarction to Guide Thrombectomy Selection in Patients with Acute Stroke. J Neuroimaging 2019; 29:331-334. [DOI: 10.1111/jon.12599] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 01/09/2019] [Accepted: 01/10/2019] [Indexed: 11/29/2022] Open
Affiliation(s)
- Hussam Shaker
- Neuroscience Institute, Division of NeurologySpectrum Health
- Michgan State University
| | - Muhib Khan
- Neuroscience Institute, Division of NeurologySpectrum Health
- Michgan State University
| | - Todd Mulderink
- Department of RadiologySpectrum Health
- Division of RadiologyMichigan State University
- Advanced Radiology ServicesPC
| | - Tracy J. Koehler
- Scholarly Activity SupportSpectrum Health Office of Medical Education
| | - Raymond Scurek
- Michgan State University
- Emergency Care Specialists
- Central Michigan University
| | | | | | - Justin Singer
- Michgan State University
- Neuroscience Institute, Division of NeurosurgerySpectrum Health
| | - Paul Mazaris
- Michgan State University
- Neuroscience Institute, Division of NeurosurgerySpectrum Health
| | - Jiangyong Min
- Neuroscience Institute, Division of NeurologySpectrum Health
- Michgan State University
| | - Nabil Wees
- Neuroscience Institute, Division of NeurologySpectrum Health
- Michgan State University
| | - Nadeem Khan
- Neuroscience Institute, Division of NeurologySpectrum Health
- Michgan State University
| | - Tamer Abdelhak
- Neuroscience Institute, Division of NeurologySpectrum Health
- Michgan State University
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16
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ZHOU P, CAO Z, WANG P, LIU G, YAO X, WANG P, LI G, ZHANG G, GAO P. The Effect of Intensive Statin Therapy on Symptomatic Intracranial Arterial Stenosis. IRANIAN JOURNAL OF PUBLIC HEALTH 2018; 47:231-236. [PMID: 29445633 PMCID: PMC5810386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The aim of this study was to observe the effect of intensive statin therapy on symptomatic intracranial arterial stenosis. METHODS overall, 120 patients with symptomatic intracranial arterial stenosis were admitted to the Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China from January 2010 to May 2013. They were randomly divided into three groups and were given different doses of atorvastatin orally for 1 year or more, and followed up for 12 months. The three groups were assessed for clinical end-point event rates and changes in cerebral blood flow value before and after treatment to assess the effectiveness of intensive statin therapy. RESULTS The incidence rates of end-point cerebrovascular events in the low-dose group (10 mg/d), the general-dose group (20 mg/d) and the intensive treatment group (40 mg/d) were 26.3%, 13.5% and 5.4% respectively during the 12-month follow-up after treatment. There was a significant difference between the low dose group and the intensive treatment group (P<0.05). The relative cerebral blood flow and relative cerebral blood volume of the three groups were significantly higher than those before treatment (P<0.05), and the relative time to peak for the intensive treatment group was shorter than that before treatment (P<0.001). CONCLUSION Atorvastatin at 40 mg/d has a significant advantage compared with atorvastatin at 20 mg/d and 10 mg/d in reducing cerebrovascular events and improving cerebral blood flow.
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Affiliation(s)
- Peiyang ZHOU
- Dept. of Neurology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China
| | - Zhihua CAO
- Dept. of Neurology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China
| | - Pu WANG
- Dept. of Neurology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China
| | - Guangzhi LIU
- Dept. of Neurology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China
| | - Xuan YAO
- Dept. of Neurology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China
| | - Puqing WANG
- Dept. of Neurology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China
| | - Guang LI
- Dept. of Radiology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China
| | - Guibin ZHANG
- Dept. of Neurology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China
| | - Ping GAO
- Dept. of Radiology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, China,Corresponding Author:
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17
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Abstract
PURPOSE OF REVIEW Acute ischemic stroke (AIS) care is rapidly evolving. This review discusses current diagnostic, therapeutic, and process models that can expedite stroke treatment to achieve best outcomes. RECENT FINDINGS Use of stent retrievers after selection via advanced imaging is safe and effective, and is an important option for AIS patients with large vessel occlusion (LVO). Significant time delays occur before and during patient transfers, and upon comprehensive stroke center (CSC) arrival, and have deleterious effects on functional outcome. Removing obstacles, enhancing inter-facility communication, and creating acute stroke management processes and protocols are paramount strategies to enhance network efficiency. Inter-departmental CSC collaboration can significantly reduce door-to-treatment times. Streamlined stroke systems of care may result in higher treatment rates and better functional outcomes for AIS patients, simultaneously conserving healthcare dollars. Stroke systems of care should be structured regionally to minimize time to treatment. A proactive approach must be employed; a management plan incorporating stroke team prenotification and parallel processes between departments can save valuable time, maximize brain salvage, and reduce disability from stroke.
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18
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Naylor J, Churilov L, Chen Z, Koome M, Rane N, Campbell BCV. Reliability, Reproducibility and Prognostic Accuracy of the Alberta Stroke Program Early CT Score on CT Perfusion and Non-Contrast CT in Hyperacute Stroke. Cerebrovasc Dis 2017; 44:195-202. [DOI: 10.1159/000479707] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 07/23/2017] [Indexed: 11/19/2022] Open
Abstract
Background: Alberta Stroke Program Early CT Score (ASPECTS) assesses early ischemic change on non-contrast CT (NCCT). We hypothesised that assessing ASPECTS regions on CT Perfusion (CTP) rather than NCCT would improve inter-rater agreement and prognostic accuracy, particularly in patients presenting early after stroke onset. Methods: Ischemic stroke patients treated with intravenous alteplase from 2009 to 2014 at our institution were included in this study. Inter-rater agreement and prognostic accuracy of ASPECTS across modalities were analysed by the time between stroke onset and initial NCCT, dichotomized 1st quartile versus quartiles 2-4, referred to as epochs. ASPECTS was assessed by 2 independent raters, blinded to stroke onset time, with agreement determined by weighted kappa (κw). Prognostic accuracy for favourable outcome (modified Rankin Scale 0-2) was assessed using the receiver-operating characteristic analysis. Results: A total of 227 participants were included. There was significant time-by-CT modality interaction for ASPECTS, p < 0.0001. The inter-rater agreement of ASPECTS on NCCT significantly increased as onset to CT time increased (κw epoch 1 = 0.76 vs. κw epoch 2-4 = 0.89, p = 0.04), whereas agreement using CTP parameters was stable across epochs. Inter-rater agreement for CTP-ASPECTS was significantly higher than NCCT in early epoch: Tmax κw = 0.96, p = 0.002; cerebral blood volume (CBV) κw = 0.95, p = 0.003; cerebral blood flow (CBF) κw = 0.94, p = 0.006, with no differences in the later epochs. Prognostic accuracy of ASPECTS on NCCT in epoch 1 were (area under the ROC curves [AUC] = 0.52, 95% CI 0.48-0.56), CBV (AUC = 0.55, 95% CI 0.42-0.69, CBF (AUC = 0.58, 95% CI 0.46-0.71) and Tmax (AUC = 0.62, 95% CI 0.49-0.75), p = 0.46 between modalities. Conclusions: CTP can improve reliability when assessing the extent of ischemic changes, particularly in patients imaged early after stroke onset.
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Affiliation(s)
- Jillian Naylor
- Melbourne Brain Centre, Royal Melbourne Hospital and Department of Medicine, University of Melbourne, Parkville, VIC, Australia
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19
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Abstract
Recent rapid advances in endovascular treatment for acute ischemic stroke highlight the crucial role of neuroimaging especially multimodal computed tomography (CT) including CT perfusion in stroke triage and management decisions. With an increasing focus on changes in cerebral physiology along with time-based matrices in clinical decisions for acute ischemic stroke, CT perfusion provides a rapid and practical modality for assessment and identification of salvageable tissue at risk and infarct core and provides a better understanding of the changes in cerebral physiology. Although there are challenges with the lack of standardization and accuracy of quantitative assessment, CT perfusion is evolving as a cornerstone for imaging-based strategies in the rapid management of acute ischemic stroke.
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Affiliation(s)
- Pradeep Krishnan
- *Division of Neuroradiology, Department of Medical Imaging, University of Toronto and Sunnybrook Health Sciences Centre †Diagnostic Imaging, The Hospital for Sick Children ‡Division of Neuroradiology, Department of Medical Imaging, University of Toronto and Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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20
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Geurts M, Scheijmans FEV, van Seeters T, Biessels GJ, Kappelle LJ, Velthuis BK, van der Worp HB. Temporal profile of body temperature in acute ischemic stroke: relation to infarct size and outcome. BMC Neurol 2016; 16:233. [PMID: 27871258 PMCID: PMC5117518 DOI: 10.1186/s12883-016-0760-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Accepted: 11/13/2016] [Indexed: 11/29/2022] Open
Abstract
Background High body temperatures after ischemic stroke have been associated with larger infarct size, but the temporal profile of this relation is unknown. We assess the relation between temporal profile of body temperature and infarct size and functional outcome in patients with acute ischemic stroke. Methods In 419 patients with acute ischemic stroke we assessed the relation between body temperature on admission and during the first 3 days with both infarct size and functional outcome. Infarct size was measured in milliliters on CT or MRI after 3 days. Poor functional outcome was defined as a modified Rankin Scale score ≥3 at 3 months. Results Body temperature on admission was not associated with infarct size or poor outcome in adjusted analyses. By contrast, each additional 1.0 °C in body temperature on day 1 was associated with 0.31 ml larger infarct size (95% confidence interval (CI) 0.04–0.59), on day 2 with 1.13 ml larger infarct size(95% CI, 0.83–1.43), and on day 3 with 0.80 ml larger infarct size (95% CI, 0.48–1.12), in adjusted linear regression analyses. Higher peak body temperatures on days two and three were also associated with poor outcome (adjusted relative risks per additional 1.0 °C in body temperature, 1.52 (95% CI, 1.17–1.99) and 1.47 (95% CI, 1.22–1.77), respectively). Conclusions Higher peak body temperatures during the first days after ischemic stroke, rather than on admission, are associated with larger infarct size and poor functional outcome. This suggests that prevention of high temperatures may improve outcome if continued for at least 3 days.
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Affiliation(s)
- Marjolein Geurts
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - Féline E V Scheijmans
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Geert J Biessels
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L Jaap Kappelle
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Birgitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - H Bart van der Worp
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
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van Seeters T, Biessels GJ, Kappelle LJ, van der Graaf Y, Velthuis BK. Determinants of leptomeningeal collateral flow in stroke patients with a middle cerebral artery occlusion. Neuroradiology 2016; 58:969-977. [PMID: 27438804 PMCID: PMC5069303 DOI: 10.1007/s00234-016-1727-5] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Accepted: 07/07/2016] [Indexed: 11/26/2022]
Abstract
Introduction Poor leptomeningeal collateral flow is related to worse clinical outcome in acute ischemic stroke, but the factors that determine leptomeningeal collateral patency are largely unknown. We explored the determinants of leptomeningeal collateral flow and assessed their effect on the relation between leptomeningeal collateral flow and clinical outcome. Methods We included 484 patients from the Dutch acute stroke study (DUST) with a middle cerebral artery (MCA) occlusion. The determinants of poor leptomeningeal collateral flow (≤50 % collateral filling) were identified with logistic regression. We calculated the relative risk (RR) of poor leptomeningeal collateral flow in relation to poor clinical outcome (90-day modified Rankin Scale 3–6) using Poisson regression and assessed whether the determinants of leptomeningeal collateral flow affected this relation. Results Leptomeningeal collateral flow was poor in 142 patients (29 %). In multivariable analyses, higher admission glucose level (odds ratio (OR) 1.1 per mmol/L increase (95 % CI 1.0–1.2)), a proximal MCA occlusion (OR 1.9 (95 % CI 1.3–3.0)), and an incomplete posterior circle of Willis (OR 1.7 (95 % CI 1.1–2.6)) were independently related to poor leptomeningeal collateral flow. Poor leptomeningeal collateral flow was related to poor clinical outcome (unadjusted RR 1.7 (95 % CI 1.4–2.0)), and this relation was not affected by the determinants of leptomeningeal collateral flow. Conclusion Our study shows that admission glucose level, a proximal MCA occlusion, and an incomplete ipsilateral posterior circle of Willis are determinants of leptomeningeal collateral flow that represent a combination of congenital, acquired, and acute factors. After adjustment for these determinants, leptomeningeal collateral flow remains related to clinical outcome.
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Affiliation(s)
- Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01 132, 3584 CX, Utrecht, The Netherlands.
| | - Geert Jan Biessels
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L Jaap Kappelle
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Yolanda van der Graaf
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Birgitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01 132, 3584 CX, Utrecht, The Netherlands
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