1
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Herpe G, Platon A, Poletti PA, Lövblad KO, Machi P, Becker M, Muster M, Perneger T, Guillevin R. Dual-Energy CT in Acute Stroke: Could Non-Contrast CT Be Replaced by Virtual Non-Contrast CT? A Feasibility Study. J Clin Med 2024; 13:3647. [PMID: 38999213 PMCID: PMC11242297 DOI: 10.3390/jcm13133647] [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: 06/11/2024] [Revised: 06/18/2024] [Accepted: 06/20/2024] [Indexed: 07/14/2024] Open
Abstract
Purpose: We aimed to evaluate whether virtual non-contrast cerebral computed tomography (VNCCT) reconstructed from intravenous contrast-enhanced dual-energy CT (iv-DECT) could replace non-contrast CT (NCCT) in patients with suspected acute cerebral ischemia. Method: This retrospective study included all consecutive patients in whom NCCT followed by iv-DECT were performed for suspected acute ischemia in our emergency department over a 1-month period. The Alberta Stroke Program Early CT Score (ASPECTS) was used to determine signs of acute ischemia in the anterior and posterior circulation, the presence of hemorrhage, and alternative findings, which were randomly evaluated via the consensus reading of NCCT and VNCCT by two readers blinded to the final diagnosis. An intraclass correlation between VNCCT and NCCT was calculated for the ASPECTS values. Both techniques were evaluated for their ability to detect ischemic lesions (ASPECTS <10) when compared with the final discharge diagnosis (reference standard). Results: Overall, 148 patients (80 men, mean age 64 years) were included, of whom 46 (30%) presented with acute ischemia, 6 (4%) presented with intracerebral hemorrhage, 11 (7%) had an alternative diagnosis, and 85 (59%) had no pathological findings. The intraclass correlation coefficients of the two modalities were 0.97 (0.96-0.98) for the anterior circulation and 0.77 (0.69-0.83) for the posterior circulation. The VNCCT's sensitivity for detecting acute ischemia was higher (41%, 19/46) than that of NCCT (33%, 15/46). Specificity was similar between the two techniques, at 94% (97/103) and 98% (101/103), respectively. Conclusions: Our results show that VNCCT achieved a similar diagnostic performance as NCCT and could, thus, replace NCCT in assessing patients with suspected acute cerebral ischemia.
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Affiliation(s)
- Guillaume Herpe
- Emergency Radiology Unit, Division of Radiology, University Hospital of Geneva, 4 Rue Gabrielle-Perret-Gentil, 1205 Geneva, Switzerland;
- DACTIM-MIS Lab, I3M, Poitiers University, 86021 Poitiers, France;
| | - Alexandra Platon
- Emergency Radiology Unit, Division of Radiology, University Hospital of Geneva, 4 Rue Gabrielle-Perret-Gentil, 1205 Geneva, Switzerland;
| | - Pierre-Alexandre Poletti
- Division of Radiology, University Hospital of Geneva, 4 Rue Gabrielle-Perret-Gentil, 1205 Geneva, Switzerland; (P.-A.P.); (M.B.)
| | - Karl O. Lövblad
- Division of Neuroradiology, University Hospital of Geneva, 4 Rue Gabrielle-Perret-Gentil, 1205 Geneva, Switzerland; (K.O.L.); (P.M.); (M.M.)
| | - Paolo Machi
- Division of Neuroradiology, University Hospital of Geneva, 4 Rue Gabrielle-Perret-Gentil, 1205 Geneva, Switzerland; (K.O.L.); (P.M.); (M.M.)
| | - Minerva Becker
- Division of Radiology, University Hospital of Geneva, 4 Rue Gabrielle-Perret-Gentil, 1205 Geneva, Switzerland; (P.-A.P.); (M.B.)
| | - Michel Muster
- Division of Neuroradiology, University Hospital of Geneva, 4 Rue Gabrielle-Perret-Gentil, 1205 Geneva, Switzerland; (K.O.L.); (P.M.); (M.M.)
| | - Thomas Perneger
- Division of Clinical Epidemiology, University Hospital of Geneva, 4 Rue Gabrielle-Perret-Gentil, 1205 Geneva, Switzerland;
| | - Rémy Guillevin
- DACTIM-MIS Lab, I3M, Poitiers University, 86021 Poitiers, France;
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Aguirre C, Trillo S, Ramos C, Zapata-Wainberg G, Sanz-García A, Ximénez-Carrillo Á, Barbosa A, Caniego JL, Vivancos J. Predictive value of ischemia location on multimodal CT in thrombectomy-treated patients. Neuroradiol J 2023; 36:319-328. [PMID: 36281569 PMCID: PMC10268084 DOI: 10.1177/19714009221128658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2024] Open
Abstract
OBJECTIVE Alberta Stroke Program Early CT Score (ASPECTS) applied to CT-perfusion (CTP) and CT-angiography-source-images (CTA-SI) may improve outcome prediction in large vessel occlusion (LVO) stroke if compared to non-contrast CT (NCCT) alone. Besides, ischemia location may have enhanced capabilities, compared to ischemia volume alone, in predicting stroke outcomes. We aim to evaluate the association between ischemia location as measured by ASPECTS regions in NCCT, CTP maps and CTA-SI and 3 months outcome in patients with LVO treated with mechanical thrombectomy (MT). MATERIAL AND METHODS Consecutive patients with anterior circulation stroke treated with MT were recorded in a prospectively maintained database at a single center. Modified Rankin scale (mRS) at 3 months >2 was considered a poor outcome. Association of patients' characteristics, NCCT, CTP, and CTA-SI parameters with outcome was evaluated using single-variable analysis and binary logistic regression multivariate analysis for each imaging technique. RESULTS 177 patients were included. 115 (65%) patients reached a favorable outcome. The involvement of lenticular, caudate, M1, or M2 in all imaging techniques, insula in NCCT and CTA-SI and M5 in CBV maps and CTA-SI was related to functional outcome in bivariate analysis. However, in the multivariate analysis, none ischemia location was independently related to outcome, no matter the imaging technique studied. This finding remained unchanged when restricted to patients with good recanalization and when analyzing subpopulations according to hemisphere involvement or territories association. CONCLUSIONS Our study suggests ischemia location shouldn't be used solely for decision-making in LVO stroke patients. Its predictive value may be taken in consideration together with other clinical and radiological variables.
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Affiliation(s)
- Clara Aguirre
- Stroke Center, Neurology
Department, Instituto de Investigación Sanitaria, Hospital Universitario de La
Princesa, Madrid, Spain
| | - Santiago Trillo
- Stroke Center, Neurology
Department, Instituto de Investigación Sanitaria, Hospital Universitario de La
Princesa, Madrid, Spain
| | - Carmen Ramos
- Stroke Center, Neurology
Department, Instituto de Investigación Sanitaria, Hospital Universitario de La
Princesa, Madrid, Spain
| | - Gustavo Zapata-Wainberg
- Stroke Center, Neurology
Department, Instituto de Investigación Sanitaria, Hospital Universitario de La
Princesa, Madrid, Spain
| | - Ancor Sanz-García
- Data Analysis Unit, Instituto de
Investigación Sanitaria, Hospital Universitario de la
Princesa, Madrid, Spain
| | - Álvaro Ximénez-Carrillo
- Stroke Center, Neurology
Department, Instituto de Investigación Sanitaria, Hospital Universitario de La
Princesa, Madrid, Spain
| | - Antonio Barbosa
- Neuroradiology Department, Hospital Universitario de La
Princesa., Madrid, Spain
| | - José L Caniego
- Neuroradiology Department, Hospital Universitario de La
Princesa., Madrid, Spain
| | - José Vivancos
- Stroke Center, Neurology
Department, Instituto de Investigación Sanitaria, Hospital Universitario de La
Princesa, Madrid, Spain
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López-Rueda A, Ibáñez Sanz L, Alonso de Leciñana M, de Araújo Martins-Romeo D, Vicente Bartulos A, Castellanos Rodrigo M, Oleaga Zufiria L. Recommendations on the use of computed tomography in the stroke code: Consensus document SENR, SERAU, GEECV-SEN, SERAM. RADIOLOGIA 2023; 65:180-191. [PMID: 37059583 DOI: 10.1016/j.rxeng.2022.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 11/18/2022] [Indexed: 03/31/2023]
Abstract
The Spanish Society of Emergency Radiology (SERAU), the Spanish Society of Neuroradiology (SENR), the Spanish Society of Neurology through its Cerebrovascular Diseases Study Group (GEECV-SEN) and the Spanish Society of Medical Radiology (SERAM) have met to draft this consensus document that will review the use of computed tomography in the stroke code patients, focusing on its indications, the technique for its correct acquisition and the possible interpretation mistakes.
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Affiliation(s)
- A López-Rueda
- Sección Radiología Vascular e Intervencionista, Hospital Clínic, Barcelona, Spain.
| | - L Ibáñez Sanz
- Radiología de Urgencias, Hospital 12 de Octubre, Madrid, Spain
| | - M Alonso de Leciñana
- Servicio de Neurología y Centro de Ictus, Instituto para la Investigación biomédica-Hospital Universitario la Paz (IdiPAZ), Universidad Autónoma de Madrid, Madrid, Spain
| | | | - A Vicente Bartulos
- Sección de Radiología de Urgencias, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - M Castellanos Rodrigo
- Servicio de Neurología, Complejo Hospitalario Universitario A Coruña, A Coruña, Spain
| | - L Oleaga Zufiria
- Sección Radiología Vascular e Intervencionista, Hospital Clínic, Barcelona, Spain
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4
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López-Rueda A, Ibáñez Sanz L, Alonso de Leciñana M, de Araújo Martins-Romeo D, Vicente Bartulos A, Castellanos Rodrigo M, Oleaga Zufiria L. Recomendaciones sobre el uso de la tomografía computarizada en el código ictus: Documento de consenso SENR, SERAU, GEECV-SEN, SERAM. RADIOLOGIA 2023. [DOI: 10.1016/j.rx.2022.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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Chen W, Wu J, Wei R, Wu S, Xia C, Wang D, Liu D, Zheng L, Zou T, Li R, Qi X, Zhang X. Improving the diagnosis of acute ischemic stroke on non-contrast CT using deep learning: a multicenter study. Insights Imaging 2022; 13:184. [PMID: 36471022 PMCID: PMC9723089 DOI: 10.1186/s13244-022-01331-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Accepted: 11/11/2022] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE This study aimed to develop a deep learning (DL) model to improve the diagnostic performance of EIC and ASPECTS in acute ischemic stroke (AIS). METHODS Acute ischemic stroke patients were retrospectively enrolled from 5 hospitals. We proposed a deep learning model to simultaneously segment the infarct and estimate ASPECTS automatically using baseline CT. The model performance of segmentation and ASPECTS scoring was evaluated using dice similarity coefficient (DSC) and ROC, respectively. Four raters participated in the multi-reader and multicenter (MRMC) experiment to fulfill the region-based ASPECTS reading under the assistance of the model or not. At last, sensitivity, specificity, interpretation time and interrater agreement were used to evaluate the raters' reading performance. RESULTS In total, 1391 patients were enrolled for model development and 85 patients for external validation with onset to CT scanning time of 176.4 ± 93.6 min and NIHSS of 5 (IQR 2-10). The model achieved a DSC of 0.600 and 0.762 and an AUC of 0.876 (CI 0.846-0.907) and 0.729 (CI 0.679-0.779), in the internal and external validation set, respectively. The assistance of the DL model improved the raters' average sensitivities and specificities from 0.254 (CI 0.22-0.26) and 0.896 (CI 0.884-0.907), to 0.333 (CI 0.301-0.345) and 0.915 (CI 0.904-0.926), respectively. The average interpretation time of the raters was reduced from 219.0 to 175.7 s (p = 0.035). Meanwhile, the interrater agreement increased from 0.741 to 0.980. CONCLUSIONS With the assistance of our proposed DL model, radiologists got better performance in the detection of AIS lesions on NCCT.
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Affiliation(s)
- Weidao Chen
- grid.13402.340000 0004 1759 700XInterdisciplinary Institute of Neuroscience and Technology, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, 310027 Zhejiang China ,Infervision Institute of Research, Beijing, 100025 China
| | - Jiangfen Wu
- grid.11135.370000 0001 2256 9319Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China ,Infervision Institute of Research, Beijing, 100025 China
| | - Ren Wei
- Infervision Institute of Research, Beijing, 100025 China
| | - Shuang Wu
- Infervision Institute of Research, Beijing, 100025 China
| | - Chen Xia
- Infervision Institute of Research, Beijing, 100025 China
| | - Dawei Wang
- Infervision Institute of Research, Beijing, 100025 China
| | - Daliang Liu
- grid.415912.a0000 0004 4903 149XLiaocheng People’s Hospital, Liaocheng, 252000 Shandong China
| | - Longmei Zheng
- Medical Imaging Center, Ankang Central Hospital, Ankang, 725000 Shanxi China
| | - Tianyu Zou
- grid.478119.20000 0004 1757 8159Weihai Municipal Hospital, Weihai, 264200 Shandong China
| | - Ruijiang Li
- grid.168010.e0000000419368956Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA 94304 USA
| | - Xianrong Qi
- grid.11135.370000 0001 2256 9319School of Pharmaceutical Sciences, Peking University, Beijing, 100191 China ,grid.11135.370000 0001 2256 9319Beijing Key Laboratory of Molecular Pharmaceutics and New Drug Delivery System, School of Pharmaceutical Sciences, Peking University, Beijing, 100191 China
| | - Xiaotong Zhang
- grid.13402.340000 0004 1759 700XInterdisciplinary Institute of Neuroscience and Technology, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, 310027 Zhejiang China ,grid.13402.340000 0004 1759 700XCollege of Electrical Engineering, Zhejiang University, Hangzhou, 310000 Zhejiang China ,grid.13402.340000 0004 1759 700XMOE Frontier Science Center for Brain Science & Brain-machine Integration, Zhejiang University, Hangzhou, 310000 Zhejiang China
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Chu Y, Ma G, Xu XQ, Lu SS, Cao YZ, Shi HB, Liu S, Wu FY. Total and regional ASPECT score for non-contrast CT, CT angiography, and CT perfusion: inter-rater agreement and its association with the final infarction in acute ischemic stroke patients. Acta Radiol 2022; 63:1093-1101. [PMID: 34219495 DOI: 10.1177/02841851211029080] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Alberta Stroke Program Early Computed Tomography Score (ASPECTS) is a grading system to assess the extent and distribution of early ischemic changes. PURPOSE To assess inter-rater agreement for total and regional ASPECTS on non-contrast computed tomography (NCCT) images, CT angiography source images (CTA-SI), and CT-perfusion cerebral blood volume (CTP-CBV) maps, and their association with final infarction in patients with acute ischemic stroke (AIS). MATERIAL AND METHODS A total of 96 consecutive patients with AIS who underwent pre-treatment NCCT and CTP were retrospectively enrolled. CTA-SI was reconstructed using the raw data of CTP. Total and regional ASPECTS were assessed on baseline NCCT, CTA-SI, and CTP-CBV, and on follow-up NCCT or diffusion-weighted imaging. Follow-up ASPECTS served as the reference standard for final infarction. RESULTS CTP-CBV demonstrated higher concordance for total ASPECTS (interclass correlation coefficient, 0.895 vs. 0.771 vs. 0.777) and regional ASPECTS in internal capsule, lentiform, caudate nuclei, M5 and M6, compared with NCCT and CTA-SI. CTP-CBV showed a trend of stronger correlation with final ASPECTS than NCCT and CTA-SI (0.717 vs. 0.711 vs. 0.565; P > 0.05). ASPECTS in the internal capsule (ρ, 0.756 vs. 0.556; P = 0.016) and caudate nucleus (ρ, 0.717 vs. 0.476; P = 0.010) on CTP-CBV were more strongly correlated with follow-up ASPECTS than NCCT. CTP-CBV showed higher accuracy for predicting final infarction in the internal capsule (92.5% vs. 90.3% and 87.1%; P > 1.000, P = 0.125, respectively) and caudate nucleus (87.1% vs. 79.6% and 77.4%; P = 0.453, P = 0.039, respectively) than CTA-SI and NCCT. CONCLUSION CTP-CBV ASPECTS might be more reliable for delineating early ischemic changes and predicting final infarction.
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Affiliation(s)
- Yue Chu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Gao Ma
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Xiao-Quan Xu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Shan-Shan Lu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Yue-Zhou Cao
- Department of Interventional Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Hai-Bin Shi
- Department of Interventional Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Sheng Liu
- Department of Interventional Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Fei-Yun Wu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
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Ma YC, Chen AQ, Guo F, Yu J, Xu M, Shan DD, Zhang SH. The value of whole-brain CT perfusion imaging combined with dynamic CT angiography in the evaluation of pial collateral circulation with middle cerebral artery occlusion. Technol Health Care 2022; 30:967-979. [PMID: 35275581 DOI: 10.3233/thc-213118] [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] [Indexed: 12/30/2022]
Abstract
BACKGROUND Middle cerebral artery (MCA) occlusion is extremely common, especially unilateral artery, which can result in a significant incidence of cerebral infarction. OBJECTIVE To assess the value of whole-brain computed tomography perfusion (CTP) imaging combined with dynamic CT angiography (dCTA) in the evaluation of pial collateral circulation in patients with MCA occlusion. METHODS Whole-brain CTP and dCTA images were acquired in 58 patients with unilateral MCA occlusion. All patients were divided into three groups according to the American Society of Interventional and Therapeutic Neuroradiology/Society of Interventional Radiology (ASITN/SIR) collateral score (by CTA). The CTP parameters were analysed, including relative cerebral blood flow (rCBF), relative cerebral blood volume (rCBV), relative mean transit time (rMTT), and relative time to peak (rTTP). Patients were followed up with the modified Rankin scale (mRS). All cases in this study were confirmed by DSA. RESULTS The CTP parameters of the MCA blood supply area on the affected side of patients with different degrees of stenosis were significantly different from those on the unaffected side. There are significant differences in the CTP parameters and openings of the Willis circle in patients with different degrees of stenosis. Significant differences were found in the number of patients with good prognosis. CONCLUSIONS Whole-brain CT perfusion combined with dynamic CTA can structurally and functionally evaluate the establishment of pial collateral circulation and its effect on cerebral hemodynamic changes.
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Affiliation(s)
- Yi-Chuan Ma
- Department of Radiology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China
| | - Ai-Qi Chen
- Department of Radiology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China
| | - Fei Guo
- Department of Radiology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China
| | - Juan Yu
- Department of Radiology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China
| | - Min Xu
- Department of Radiology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China
| | - Dan-Dan Shan
- Department of Radiology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui, China
| | - Shun-Hua Zhang
- School of Medical Imaging, Bengbu Medical College, Bengbu, Anhui, China
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Chu Y, Shen GC, Ma G, Xu XQ, Lu SS, Jiang L, Liu S, Shi HB, Wu FY. Diagnostic accuracy of using Alberta Stroke Program Early Computed Tomography Score on CT perfusion map to predict a target mismatch in patients with acute ischemic stroke. Neuroradiology 2022; 64:1321-1330. [PMID: 34981174 DOI: 10.1007/s00234-021-02892-8] [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: 10/26/2021] [Accepted: 12/28/2021] [Indexed: 12/30/2022]
Abstract
PURPOSE To assess the diagnostic accuracy of using Alberta Stroke Program Early Computed Tomography Score (ASPECTS) on CT perfusion (CTP) map to predict a volumetric target mismatch in patients with acute ischemic stroke (AIS). METHODS Three-hundred and seven AIS patients with an onset time within 24h or unclear onset time who underwent CTP evaluation for large vessel occlusion of anterior circulation were enrolled. CTP ASPECTS was evaluated on cerebral blood flow (CBF) and time-to-maximum (Tmax) colored maps, respectively. Automated perfusion analysis software was used to calculate the volumes of ischemic core (volumeCBF<30%) and tissue at risk (volumeTmax>6s). Target mismatch was defined as volumeCBF< 30%<70ml, volumemismatch≥15ml, and volumeTmax >6s/volume CBF< 30%≥1.8. Spearman correlation and receiver operating characteristic curves were used for statistical analyses. RESULTS Strong correlations were found between CBF ASPECTS and volumeCBF<30%, and between Tmax ASPECTS and volumeTmax>6s for overall population (ρ=-0.872, -0.757) and late-arriving patients (ρ=-0.900, -0.789). Mismatch ASPECTS moderately correlated with mismatch volume for overall population (ρ=0.498) and late-arriving patients (ρ=0.407). A CBF ASPECTS≥5 optimally predicted an ischemic core volume<70ml in overall population (sensitivity, 94.4%; specificity, 80.4%) and late-arriving patients (sensitivity, 89.5%; specificity, 90.5%). A CBF ASPECTS≥6 combined with a Mismatch ASPECTS≥1 optimally identified a target mismatch in overall population (sensitivity, 84.5%; specificity, 77.0%) and late-arriving patients (sensitivity, 83.7%; specificity, 90.0%). CONCLUSION CTP ASPECTS might be useful in predicting target mismatch derived from automated perfusion analysis software, and assisting in patient selection for endovascular therapy.
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Affiliation(s)
- Yue Chu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Rd., Nanjing, China
| | - Guang-Chen Shen
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Rd., Nanjing, China
| | - Gao Ma
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Rd., Nanjing, China
| | - Xiao-Quan Xu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Rd., Nanjing, China.
| | - Shan-Shan Lu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Rd., Nanjing, China
| | - Lei Jiang
- Department of Emergency, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Sheng Liu
- Department of Interventional Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Hai-Bin Shi
- Department of Interventional Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Fei-Yun Wu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, No. 300, Guangzhou Rd., Nanjing, China.
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Chang YM, Tenenbaum M, Xiong Y, Selim M, Bhadelia R, Hacein-Bey L, Ivanovic V. Brain Computed Tomography Angiography Maximum Intensity Projection Images for ASPECTS Derivation and Detection of Large Infarct Volumes: Preliminary Study. J Stroke Cerebrovasc Dis 2020; 30:105548. [PMID: 33360519 DOI: 10.1016/j.jstrokecerebrovasdis.2020.105548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 12/01/2020] [Accepted: 12/07/2020] [Indexed: 10/22/2022] Open
Abstract
PURPOSE Non-contrast CT ASPECTS (NCCTasp) has an established role in determining eligibility for mechanical thrombectomy in centers without ready access to perfusion or DWI. Moreover, it has been suggested that CTA source ASPECTS (CTAasp) may be superior to NCCTasp in predicting final infarct volume (FIV). In this study, we hypothesized that CTA maximum intensity projection ASPECTS (MIPSasp) would be superior compared to both NCCTasp and CTAasp in predicting FIV as measured by DWI. MATERIALS AND METHODS In 41 consecutive patients with MCA territory infarcts, NCCTasp, CTAasp and MIPSasp were visually assessed by 2 neuroradiologists. Disagreements were adjudicated by a third neuroradiologist, and the reconciled data used for all further analysis. MR-DWI was used as the standard for FIV determination. Receiver operating characteristic curve analysis was used to compare the area under the curve for all three CT-based methods in predicting FIV ≥70 ml. RESULTS MIPSasp (AUC: 0.98, CI: 0.88-1.00) were statistically better than NCCTasp (AUC: 0.87, 95% CI: 0.72-0.95; p=0.01) in predicting FIV ≥70 ml. MIPSasp were also superior to CTAasp (AUC: 0.9, CI: 0.79-.98; p˂0.05). Optimal test performance for predicting FIV ≥70 ml for MIPSasp was ≤6 (sensitivity=100%, specificity=91.4%; Youden's J=0.98). CONCLUSION Our preliminary study suggests that a novel CTA-MIPS derived ASPECTS better predicts large MCA territory infarcts compared to CTA source and non-contrast ASPECTS. Thus, MIPSasp may be a promising technique for future studies aimed at improving ischemic stroke treatment in centers using ASPECTS for stroke management.
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Affiliation(s)
- Yu-Ming Chang
- Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, United States.
| | | | - Yunyun Xiong
- Beijing Tiantan Hospital, China; Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, United States
| | - Magdy Selim
- Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, United States
| | - Rafeeque Bhadelia
- Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, United States
| | - Lotfi Hacein-Bey
- Davis School of Medicine, University of California, United States
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10
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Arnold SA, Platt SR, Gendron KP, West FD. Imaging Ischemic and Hemorrhagic Disease of the Brain in Dogs. Front Vet Sci 2020; 7:279. [PMID: 32528985 PMCID: PMC7266937 DOI: 10.3389/fvets.2020.00279] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 04/27/2020] [Indexed: 01/12/2023] Open
Abstract
Strokes, both ischemic and hemorrhagic, are the most common underlying cause of acute, non-progressive encephalopathy in dogs. In effect, substantial information detailing the underlying causes and predisposing factors, affected vessels, imaging features, and outcomes based on location and extent of injury is available. The features of canine strokes on both computed tomography (CT) and magnetic resonance imaging (MRI) have been described in numerous studies. This summary article serves as a compilation of these various descriptions. Drawing from the established and emerging stroke evaluation sequences used in the investigation of strokes in humans, this summary describes all theoretically available sequences. Particular detail is given to logistics of image acquisition, description of imaging findings, and each sequence's advantages and disadvantages. As the imaging features of both forms of strokes are highly representative of the underlying pathophysiologic stages in the hours to months following stroke onset, the descriptions of strokes at various stages are also discussed. It is unlikely that canine strokes can be diagnosed within the same rapid time frame as human strokes, and therefore the opportunity for thrombolytic intervention in ischemic strokes is unattainable. However, a thorough understanding of the appearance of strokes at various stages can aid the clinician when presented with a patient that has developed a stroke in the days or weeks prior to evaluation. Additionally, investigation into new imaging techniques may increase the sensitivity and specificity of stroke diagnosis, as well as provide new ways to monitor strokes over time.
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Affiliation(s)
- Susan A Arnold
- Department of Veterinary Clinical Sciences, University of Minnesota Twin Cities, St. Paul, MN, United States
| | - Simon R Platt
- Department of Small Animal Medicine and Surgery, University of Georgia, Athens, GA, United States
| | - Karine P Gendron
- Department of Small Animal Medicine and Surgery, University of Georgia, Athens, GA, United States
| | - Franklin D West
- Department of Small Animal Medicine and Surgery, University of Georgia, Athens, GA, United States
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Siegler JE, Olsen A, Rosenberg J, Cristancho D, Pulst-Korenberg J, Raab L, Woo JH, Messé SR. Mismatch between automated CTP and ASPECTS score in patients with anterior large vessel occlusion. Clin Neurol Neurosurg 2020; 194:105797. [PMID: 32222652 DOI: 10.1016/j.clineuro.2020.105797] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 03/17/2020] [Accepted: 03/18/2020] [Indexed: 01/01/2023]
Abstract
OBJECTIVES To evaluate the relationship between delay to computed tomography perfusion and estimated core infarct volumes in patients with large vessel occlusion (LVO). PATIENTS AND METHODS A retrospective registry of consecutive adults >18 years old who underwent CTP in clinical practice for suspected LVO within 24 h of LKN at 3 academic hospitals was queried (06/2017 - 12/2017). CT and CTP findings were compared over time as a continuous variable, and dichotomized by ≤6 h or 6-24 h from LKN. RESULTS Of 410 screened patients, 75 had LVO, of whom 60 (14.6 %) met inclusion criteria (median age 78y [IQR 64-84], 36 were female [60 %]), and 39 (65.0 %) underwent thrombectomy. Thirty (50 %) presented in the extended window (6-24 h) and had lower ASPECTS scores compared to patients in the early window (median 7 vs. 9, p < 0.01). Perfusion core (rCBF <30 %) volumes were similar (median 8 vs. 25, p = 0.10). After adjustment for age, NIHSS, and thrombolysis, there was a trend for lower ASPECTS for every hour after LKN (proportional OR 0.92, 95 %CI 0.84-1.00, p = 0.06), but no change in perfusion core (p = 0.37) or Tmax>6 s volumes (p = 0.29), or mismatch ratios (p = 0.48) after adjusting for age, NIHSS, ASPECTS, and thrombolysis. CONCLUSION As time progresses in anterior LVO, the unenhanced CT is more sensitive than CTP for detecting irreversibly damaged tissue. These results underscore the importance of carefully reviewing the unenhanced and perfusion CT when considering a patient for thrombectomy.
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Affiliation(s)
- James E Siegler
- Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia PA, 19104, United States.
| | - Andrew Olsen
- Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia PA, 19104, United States
| | - Jon Rosenberg
- Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia PA, 19104, United States
| | - Daniel Cristancho
- Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia PA, 19104, United States
| | - Johannes Pulst-Korenberg
- Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia PA, 19104, United States
| | - Lindsay Raab
- Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia PA, 19104, United States
| | - John H Woo
- Department of Radiology, Division of Neuroradiology, Hospital of the University of Pennsylvania, Philadelphia PA, 19104, United States
| | - Steven R Messé
- Department of Neurology, Hospital of the University of Pennsylvania, Philadelphia PA, 19104, United States
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Zhang XH, Liang HM. Systematic review with network meta-analysis: Diagnostic values of ultrasonography, computed tomography, and magnetic resonance imaging in patients with ischemic stroke. Medicine (Baltimore) 2019; 98:e16360. [PMID: 31348236 PMCID: PMC6709059 DOI: 10.1097/md.0000000000016360] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2017] [Revised: 05/17/2019] [Accepted: 06/17/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Ischemic stroke is a foremost cause for disability and death worldwide. This study is conducted in order to compare the diagnostic values between transcranial Doppler ultrasound (ultrasonography), computed tomography (CT), and magnetic resonance imaging (MRI) in patients suffering from ischemic stroke by performing a network meta-analysis. METHODS We made use of Cochrane Library, PubMed, and Embase in order to obtain literature and papers. The combination analysis of both direct and indirect evidence in terms of sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and accuracy was conducted so as to assess the odds ratios (ORs) and surface under the cumulative ranking curve (SUCRA) values of the seven different imaging methods. These imaging techniques include ultrasonography, computed tomography (traditional CT, computed tomography angiography [CTA], computed tomography perfusion [CTP]), and MRI (traditional MRI, diffusion-weighted imaging [DWI], magnetic resonance angiography), in order to properly diagnose ischemic stroke patients. RESULTS Thirteen eligible diagnostic trials were enrolled into this network meta-analysis. The results of the traditional meta-analysis showed that among CT methods, CTP showed higher sensitivity, NPV, and accuracy; among MRI methods, DWI had relatively higher sensitivity, NPV, and accuracy. The results of network meta-analysis showed that DWI had relatively higher sensitivity, NPV, and accuracy when compared with traditional CT, CTA, magnetic resonance angiography and traditional MRI. CTP showed higher SUCRA among CT methods while DWI showed higher SUCRA among MRI methods. A cluster analysis revealed that DWI had the highest diagnostic value in terms of sensitivity, PPV, NPV, and accuracy amongst the aforementioned seven imaging techniques. CONCLUSION This network meta-analysis provides supporting evidence to the idea that DWI has a higher diagnostic value regarding ischemic stroke among MRI methods, and CTP has a poor diagnostic value among CT methods, which provide therapeutic considerations for Ischemic stroke intervention.
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Affiliation(s)
| | - Hui-Min Liang
- Department of Neurology, Huaihe Hospital of Henan University, Kaifeng, P. R. China
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Evaluating the Prognosis of Ischemic Stroke Using Low-Dose Multimodal Computed Tomography Parameters in Hyperacute Phase. J Comput Assist Tomogr 2019; 43:22-28. [PMID: 30188358 DOI: 10.1097/rct.0000000000000783] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
PURPOSE The aim of this study was to evaluate the potential value of low-dose multimodal computed tomography (CT) in predicting prognosis of acute ischemic stroke (AIS) within 6 hours. METHODS The admission "one-stop-shop" multimodal CT examination, including noncontrast CT (NCCT), low-dose CT perfusion, and CT angiography (CTA), was performed in patients with symptoms of stroke within 6 hours. Noncontrast CT, CTA source image (CTA-SI), cerebral blood flow (CBF), cerebral blood volume (CBV), time to peak (TTP), and mean transit time (MTT) maps were studied using Alberta Stroke Program Early CT Score (ASPECTS). The regional leptomeningeal collateral (rLMC) score (0-20) was dichotomized into 2 groups: good (11-20) and poor (0-10) rLMC. Poor functional outcomes were defined by a modified Rankin scale score of 3 to 6. RESULTS One hundred forty-four patients were ultimately selected; 43.8% of them showed poor functional outcomes. They had lower ASPECTSs on NCCT, CTA-SI, CBV, CBF, TTP, and MTT, and poor rLMC was more frequently associated with poor functional outcomes (all P < 0.001). In the multivariate analysis for AIS patients with conservative treatment, CTA-SI-ASPECTS 6 or less (odds ratio [OR], 5.9; 95% confidence interval [95% CI], 1.9-18.4; P = 0.002) and poor collaterals (OR, 5.0; 95% CI, 1.3-15.4; P = 0.017), CBV-ASPECTS 6 or less (OR, 8.0; 95% CI, 2.7-24.0; P < 0.001), CBF-ASPECTS 4 or less (OR, 8.0; 95% CI, 2.0-31.5; P = 0.003), MTT-ASPECTS≤3 (OR, 5.8; 95% CI, 1.8-18.1; P = 0.003), TTP-ASPECTS 4 or less (OR, 5.0; 95% CI, 1.6-15.1; P = 0.005), and NCCT-ASPECTS 8 or less (OR, 5.9; 95% CI, 1.7-20.4; P = 0.005) were significantly associated with poor functional outcome. In the multivariate analysis for AIS patients with thrombolysis, CTA-SI-ASPECTS 6 or less (OR, 27.5; 95% CI, 2.9-262.3; P = 0.004), poor collaterals (OR, 28.0; 95% CI, 2.8-283.0; P < 0.028), and CBV-ASPECTS 6 or less (OR, 18.0; 95% CI, 3.0-107.7; P = 0.002) were associated with poor functional outcomes. Furthermore, the area under the curve (AUC) of the combination of CTA-SI-ASPECTS 6 or less, poor collaterals, and CBV-ASPECTS 6 or less (AUC, 0.87) was greater than that for any single parameter alone: CTA-SI-ASPECTS 6 or less (AUC, 0.80; P < 0.001), poor collaterals (AUC, 0.76; P < 0.001), and CBV-ASPECTS 6 or less (AUC, 0.81; P = 0.002). CONCLUSIONS The combination of CTA-SI-ASPECTS, collaterals, and CBV-ASPECTS may improve predictive power compared with a single parameter alone.
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Murayama K, Suzuki S, Matsukiyo R, Takenaka A, Hayakawa M, Tsutsumi T, Fujii K, Katada K, Toyama H. Preliminary study of time maximum intensity projection computed tomography imaging for the detection of early ischemic change in patient with acute ischemic stroke. Medicine (Baltimore) 2018; 97:e9906. [PMID: 29489691 PMCID: PMC5851726 DOI: 10.1097/md.0000000000009906] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Noncontrast computed tomography (NCCT) has been used for the detection of early ischemic change (EIC); however, correct interpretation of NCCT findings requires much clinical experience. This study aimed to assess the accuracy of time maximum intensity projection computed tomography technique (tMIP), which reflects the maximum value for the time phase direction from the dynamic volume data for each projected plane, for detection of EIC, against that of NCCT.Retrospective review of NCCT, cerebral blood volume in CT perfusion (CTP-CBV), and tMIP of 186 lesions from 280 regions evaluated by Alberta Stroke Program Early CT Score (ASPECTS) in 14 patients with acute middle cerebral artery stroke who had undergone whole-brain CTP using 320-row area detector CT was performed. Four radiologists reviewed EIC on NCCT, CTP-CBV, and tMIP in each ASPECTS region at onset using the continuous certainty factor method. Receiver operating characteristic analysis was performed to compare the relative performance for detection of EIC. The correlations were evaluated.tMIP-color showed the best discriminative value for detection of EIC. There were significant differences in the area under the curve for NCCT and tMIP-color, CTP-CBV (P < .05). Scatter plots of ASPECTS showed a positive significant correlation between NCCT, tMIP-gray, tMIP-color, and the follow-up study (NCCT, r = 0.32, P = .0166; tMIP-gray, r = 0.44, P = .0007; tMIP-color, r = 0.34, P = .0104).Because tMIP provides a high contrast parenchymal image with anatomical and vascular information in 1 sequential scan, it showed greater accuracy for detection of EIC and predicted the final infarct extent more accurately than NCCT based on ASPECTS.
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Affiliation(s)
| | | | | | | | | | - Takashi Tsutsumi
- Clinical Application Research Center, Toshiba Medical Systems Corporation, Otawara
| | - Kenji Fujii
- Clinical Application Research Center, Toshiba Medical Systems Corporation, Otawara
| | - Kazuhiro Katada
- Joint Research Laboratory of Advanced Medical Imaging, Fujita Health University, Toyoake, Japan
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Mansour OY, Ali AMI, Megahed M. Primary Endovascular Treatment of Acute Ischemic Stroke Using Stent Retrievers: Initial Egyptian Experience. JOURNAL OF VASCULAR AND INTERVENTIONAL NEUROLOGY 2017; 9:20-25. [PMID: 29445434 PMCID: PMC5805904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND Several mechanical thrombectomy (MT) devices have been designed with the goal of improving the recanalization rates of major intracranial artery occlusions. OBJECTIVE In this single-center experience, we analyzed the acute ischemic stroke (AIS) treatment with Primary MT; safety and efficacy and clinical results in our patients with large vessel occlusion (LVO). METHODS During a five-year period (from September 2011 to July 2016), out of 996 patients who presented to our center with a diagnosis of AIS, 113 (11.4%) patients (55 men and 58 women) underwent primary mechanical recanalization within three hours from onset of signs and symptoms for anterior and 12 hours for posterior circulation (with computer tomography angiography/perfusion ELVO). Successful recanalization (thrombolysis in cerebral infarction 2b-3), good outcome (modified Rankin scale score 0-2) and overall mortality rate, and symptomatic intracranial hemorrhage [sICH: parenchymal hematoma Type 1 or Type 2; National Institutes of Health Stroke Scale (NIHSS) score increment ≥4 points] were prospectively assessed. RESULTS The mean age of the patients was 62 ± 11.73 years, with a baseline mean admission NIHSS score of 16.7 ± 3.2. The mean time from onset to puncture (time to treatment) was 208.55 ± 53.49. Successful recanalization was achieved in 104 (92%) cases. Good outcome was observed in 89 (78.8%) patients, and mortality was 11.5% (n = 13). sICH occurred in five (4.4%) patients. CONCLUSION MT, within the first 4.5 hours, as primary treatment of acute LVO stroke provides high rate of recanalization and favorable clinical outcomes with low procedural complications.
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Affiliation(s)
- Ossama Yassin Mansour
- Faculty of Medicine, Stroke and Endovascular Unit, University of Alexandria, Alexandria, Egypt
| | | | - Mohamed Megahed
- Faculty of Medicine, Department of Critical Care, University of Alexandria, Alexandria, Egypt
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Liu L, Wu B, Zhao J, Cao Y, Dedhia N, Caplan LR, Wang Q. Computed Tomography Perfusion Alberta Stroke Program Early Computed Tomography Score Is Associated with Hemorrhagic Transformation after Acute Cardioembolic Stroke. Front Neurol 2017; 8:591. [PMID: 29163351 PMCID: PMC5681936 DOI: 10.3389/fneur.2017.00591] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2017] [Accepted: 10/23/2017] [Indexed: 02/05/2023] Open
Abstract
Alberta Stroke Program Early Computed Tomography (CT) score (ASPECTS) has been applied to CT perfusion (CTP) with good interrater agreement to predict early ischemic stroke, and it can be useful in decision making in acute ischemic stroke. The aim of the present study was to assess the predictive value of CTP ASPECTS of hemorrhagic transformation (HT) in acute cardioembolic stroke. This is a single-enter, retrospective study. All patients hospitalized with acute cardioembolic stroke from January 2008 to September 2013 were included. ASPECTS of baseline non-contrast CT, CTP maps of cerebral blood volume (CBV), cerebral blood flow, and mean transit time were collected from 52 consecutive patients with less than 12-h anterior circulation ischemic stroke. MRI scan was performed within 72 h of symptom onset after index stroke including T2*-weighted gradient echo to identify HT. For bleeding risk assessment, CTP and diffusion-weighted imaging ASPECTS were categorized into 0–7 or 8–10. Baseline characteristics, ASPCETS scores and HT were compared. Eighteen (34.6%) patients had HT and four (7.7%) developed symptomatic HT. On univariate analysis, the proportion of patients with CBV-ASPECTS 0–7 was significantly higher in HT patients as compared to patients without HT (44 versus 9%, P = 0.005). CBV ASPECTS 0–7 remained independent prognostic factors for HT after adjustment for clinical baseline variables. CBV ASPECTS could be of value to predict HT risk after acute cardioembolic stroke and may be a quick risk assessment approach before reperfusion therapy.
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Affiliation(s)
- Lan Liu
- Department of Neurology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bo Wu
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Jinglong Zhao
- Department of Radiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yanyan Cao
- Department of Neurology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Nikita Dedhia
- Department of Neurology, University Hospitals of Cleveland, Case Western Reserve University, Cleveland, OH, United States
| | - Louis R Caplan
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Qiaoshu Wang
- Department of Neurology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
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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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Abstract
The Alberta Stroke Program Early CT score (ASPECTS) is a 10-point semiquantitative topographic scoring system developed for the assessment of early ischemic changes (EICs) on noncontrast-enhanced computed tomography (NCCT) in patients with acute ischemic stroke involving the middle cerebral artery (MCA) territory. One point is subtracted from a total score of 10, if an EIC is present in any part of each of the ASPECTS regions. Higher ASPECTS has been associated with better outcomes and a lower risk of symptomatic intracerebral hemorrhage. To date, there are still controversies regarding the utility of ASPECTS for selecting patients for intravenous and intra-arterial therapies. This article provides a comprehensive review regarding methodology, limitations, and interobserver reproducibility of ASPECTS, as well as application of ASPECTS in clinical care. The focus of this review is ASPECTS evaluation on NCCT. The application of ASPECTS on multimodal computed tomography and magnetic resonance imaging (MRI) is briefly described.
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Affiliation(s)
- Supada Prakkamakul
- *Department of Radiology, King Chulalongkorn Memorial Hospital the Thai Red Cross Society, Bangkok, Thailand †Division of Neurointervention, Texas Stroke Institute, Plano, TX
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Gogela SL, Gozal YM, Zhang B, Tomsick TA, Ringer AJ, Broderick JP, Khatri P, Abruzzo TA. Severe carotid stenosis and delay of reperfusion in endovascular stroke treatment: an Interventional Management of Stroke-III study. J Neurosurg 2017; 128:94-99. [PMID: 28156253 DOI: 10.3171/2016.9.jns161044] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The impact of extracranial carotid stenosis on interventional revascularization of acute anterior circulation stroke is unknown. The authors examined the effects of high-grade carotid stenosis on the results of endovascular treatment of patients in the Interventional Management of Stroke (IMS)-III trial. METHODS The 278 patients in the endovascular arm of the IMS-III trial were categorized according to the degree of carotid stenosis as determined by angiography. In comparing patients with severe stenosis or occlusion (≥ 70%) to those without severe stenosis (< 70%), the authors evaluated the time to endovascular reperfusion, modified Thrombolysis in Cerebrovascular Infarction (mTICI) scores, 24-hour mean infarct volumes, symptomatic intracerebral hemorrhage rates, and modified Rankin Scale (mRS) scores at 90 days. RESULTS Compared with the 249 patients with less than 70% stenosis, patients with severe stenosis (n = 29) were found to have a significantly longer mean time to reperfusion (105.7 vs 77.7 minutes, p = 0.004); differences in mTICI scores, infarct volumes, hemorrhage rates, and mRS scores at 90 days did not reach statistical significance. Multiple regression analysis revealed that severe carotid stenosis (p < 0.0001) and higher baseline National Institutes of Health Stroke Scale (NIHSS) scores (p = 0.004) were associated with an increase in time to reperfusion. Older age (p < 0.0001), higher NIHSS score (p < 0.0001), and the absence of reperfusion (p = 0.001) were associated with worse clinical outcomes. CONCLUSIONS Severe ipsilateral ICA stenosis was associated with a significantly longer time to reperfusion in the IMS-III trial. Although these findings may not translate directly to modern devices, this 28-minute delay in reperfusion has significant implications, raising concern over the treatment of tandem ICA stenosis and downstream large-vessel occlusion.
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Affiliation(s)
| | | | - Bin Zhang
- 6Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | | | - Andrew J Ringer
- Departments of1Neurosurgery.,4Comprehensive Stroke Center at the University of Cincinnati Neuroscience Institute.,5Mayfield Clinic; and
| | - Joseph P Broderick
- 2Neurology and Rehabilitation Medicine, and.,4Comprehensive Stroke Center at the University of Cincinnati Neuroscience Institute
| | - Pooja Khatri
- 2Neurology and Rehabilitation Medicine, and.,4Comprehensive Stroke Center at the University of Cincinnati Neuroscience Institute
| | - Todd A Abruzzo
- Departments of1Neurosurgery.,4Comprehensive Stroke Center at the University of Cincinnati Neuroscience Institute.,5Mayfield Clinic; and
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McLaughlin PD, Moloney F, O'Neill SB, James K, Crush L, Flanagan O, Maher MM, Wyse G, Fanning N. CT of the head for acute stroke: Diagnostic performance of a tablet computer prior to intravenous thrombolysis. J Med Imaging Radiat Oncol 2017; 61:334-338. [PMID: 28156051 DOI: 10.1111/1754-9485.12585] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 12/08/2016] [Indexed: 11/30/2022]
Abstract
INTRODUCTION The authors propose that tablet computers could benefit patients with acute stroke in the remote care setting, where time to and accuracy of CT interpretation greatly influences patient outcome. METHODS One hundred and fifty consecutive patients who presented to the Emergency Department of a tertiary referral neurosciences centre within a time window suitable for intravenous thrombolytic therapy were included. Images were wirelessly transmitted to a tablet computer (iPad 3rd Generation, model = A1430, Apple, Cupertino, CA) and were reviewed by radiologists with three levels of experience for signs of intracranial haemorrhage, large vessel occlusion and parenchymal infarction. Reference standard interpretation was performed by two neuroradiologists using a diagnostic monochrome display. RESULTS Consensus neuroradiologist review on the tablet display found and correctly classified all of the 23 cases of intracranial haemorrhage including 21 cases of parenchymal haematoma, two cases of petechial haemorrhage and one patient with an acute subdural haematoma. Less experienced readers missed cases of petechial and subdural haematomas. There was excellent agreement between the tablet and diagnostic monochrome display in cases with no infarct or extensive parenchymal infarction. CONCLUSIONS Tablet computers can be used to facilitate rapid preliminary CT interpretation in patients with acute stroke in the remote setting.
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Affiliation(s)
| | - Fiachra Moloney
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | | | - Karl James
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Lee Crush
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Oisin Flanagan
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Michael M Maher
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Gerald Wyse
- Department of Radiology, Cork University Hospital, Cork, Ireland
| | - Noel Fanning
- Department of Radiology, Cork University Hospital, Cork, Ireland
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Mukherjee A, Muthusami P, Mohimen A, K S, B B, PN S, Kesavadas C. Noncontrast Computed Tomography versus Computed Tomography Angiography Source Images for Predicting Final Infarct Size in Anterior Circulation Acute Ischemic Stroke: a Prospective Cohort Study. J Stroke Cerebrovasc Dis 2017; 26:339-346. [PMID: 27789149 DOI: 10.1016/j.jstrokecerebrovasdis.2016.09.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Revised: 08/06/2016] [Accepted: 09/15/2016] [Indexed: 10/20/2022] Open
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Haussen DC, Dehkharghani S, Rangaraju S, Rebello LC, Bouslama M, Grossberg JA, Anderson A, Belagaje S, Frankel M, Nogueira RG. Automated CT Perfusion Ischemic Core Volume and Noncontrast CT ASPECTS (Alberta Stroke Program Early CT Score). Stroke 2016; 47:2318-22. [DOI: 10.1161/strokeaha.116.014117] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Accepted: 07/18/2016] [Indexed: 11/16/2022]
Abstract
Background and Purpose—
The semiquantitative noncontrast CT Alberta Stroke Program Early CT Score (ASPECTS) and RAPID automated computed tomography (CT) perfusion (CTP) ischemic core volumetric measurements have been used to quantify infarct extent. We aim to determine the correlation between ASPECTS and CTP ischemic core, evaluate the variability of core volumes within ASPECTS strata, and assess the strength of their association with clinical outcomes.
Methods—
Review of a prospective, single-center database of consecutive thrombectomies of middle cerebral or intracranial internal carotid artery occlusions with pretreatment CTP between September 2010 and September 2015. CTP was processed with RAPID software to identify ischemic core (relative cerebral blood flow<30% of normal tissue).
Results—
Three hundred and thirty-two patients fulfilled inclusion criteria. Median age was 66 years (55–75), median ASPECTS was 8 (7–9), whereas median CTP ischemic core was 11 cc (2–27). Median time from last normal to groin puncture was 5.8 hours (3.9–8.8), and 90-day modified Rankin scale score 0 to 2 was observed in 54%. The correlation between CTP ischemic core and ASPECTS was fair (
R
=−0.36;
P
<0.01). Twenty-six patients (8%) had ASPECTS <6 and CTP core ≤50 cc (37% had modified Rankin scale score 0–2, whereas 29% were deceased at 90 days). Conversely, 27 patients (8%) had CTP core >50 cc and ASPECTS ≥6 (29% had modified Rankin scale 0–2, whereas 21% were deceased at 90 days). Moderate correlations between ASPECTS and final infarct volume (
R
=−0.42;
P
<0.01) and between CTP ischemic core and final infarct volume (
R
=0.50;
P
<0.01) were observed; coefficients were not significantly influenced by the time from stroke onset to presentation. Multivariable regression indicated ASPECTS ≥6 (odds ratio 4.10; 95% confidence interval, 1.47–11.46;
P
=0.01) and CTP core ≤50 cc (odds ratio 3.86; 95% confidence interval, 1.22–12.15;
P
=0.02) independently and comparably predictive of good outcome.
Conclusions—
There is wide variability of CTP-derived core volumes within ASPECTS strata. Patient selection may be affected by the imaging selection method.
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Affiliation(s)
| | | | | | | | - Mehdi Bouslama
- From the Grady Memorial Hospital, Emory University, Atlanta, GA
| | | | - Aaron Anderson
- From the Grady Memorial Hospital, Emory University, Atlanta, GA
| | - Samir Belagaje
- From the Grady Memorial Hospital, Emory University, Atlanta, GA
| | - Michael Frankel
- From the Grady Memorial Hospital, Emory University, Atlanta, GA
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23
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Dehkharghani S, Bammer R, Straka M, Bowen M, Allen JW, Rangaraju S, Kang J, Gleason T, Brasher C, Nahab F. Performance of CT ASPECTS and Collateral Score in Risk Stratification: Can Target Perfusion Profiles Be Predicted without Perfusion Imaging? AJNR Am J Neuroradiol 2016; 37:1399-404. [PMID: 26965466 DOI: 10.3174/ajnr.a4727] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 01/10/2016] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Endovascular trials suggest that revascularization benefits a subset of acute ischemic stroke patients with large-artery occlusion and small-core infarct volumes. The objective of our study was to identify thresholds of noncontrast CT-ASPECTS and collateral scores on CT angiography that best predict ischemic core volume thresholds quantified by CT perfusion among patients with acute ischemic stroke. MATERIALS AND METHODS Fifty-four patients with acute ischemic stroke (<12 hours) and MCA/intracranial ICA occlusion underwent NCCT/CTP during their initial evaluation. CTP analysis was performed on a user-independent platform (RApid processing of PerfusIon and Diffusion), computing core infarct (defined as CBF of <30% normal). A target mismatch profile consisting of infarction core of ≤50 mL was selected to define candidates with acute ischemic stroke likely to benefit from revascularization. RESULTS NCCT-ASPECTS of ≥9 with a CTA collateral score of 3 had 100% specificity for identifying patients with a CBF core volume of ≤50 mL. NCCT-ASPECTS of ≤6 had 100% specificity for identifying patients with a CBF core volume of >50 mL. In our cohort, 44 (81%) patients had an NCCT-ASPECTS of ≥9, a CTA collateral score of 3, or an NCCT-ASPECTS of ≤6. CONCLUSIONS Using an NCCT-ASPECTS of ≥9 or a CTA collateral score of 3 best predicts CBF core volume infarct of ≤50 mL, while an NCCT-ASPECTS of ≤6 best predicts a CBF core volume infarct of >50 mL. Together these thresholds suggest that a specific population of patients with acute ischemic stroke not meeting such profiles may benefit most from CTP imaging to determine candidacy for revascularization.
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Affiliation(s)
- S Dehkharghani
- From the Departments of Radiology and Imaging Sciences (S.D., M.B., J.W.A., T.G.) Neurology (S.D., J.W.A., S.R., C.B., F.N.), Emory University Hospital, Atlanta, Georgia
| | - R Bammer
- Department of Radiology (R.B.), Stanford University Hospital, Stanford, California
| | - M Straka
- Institut für Radiologie und Nuklearmedizin (M.S.), Kantonsspital Winterthur, Winterthur, Switzerland
| | - M Bowen
- From the Departments of Radiology and Imaging Sciences (S.D., M.B., J.W.A., T.G.)
| | - J W Allen
- From the Departments of Radiology and Imaging Sciences (S.D., M.B., J.W.A., T.G.) Neurology (S.D., J.W.A., S.R., C.B., F.N.), Emory University Hospital, Atlanta, Georgia
| | - S Rangaraju
- Neurology (S.D., J.W.A., S.R., C.B., F.N.), Emory University Hospital, Atlanta, Georgia
| | - J Kang
- Department of Biostatistics (J.K.), University of Michigan, Ann Arbor, Michigan
| | - T Gleason
- From the Departments of Radiology and Imaging Sciences (S.D., M.B., J.W.A., T.G.)
| | - C Brasher
- Neurology (S.D., J.W.A., S.R., C.B., F.N.), Emory University Hospital, Atlanta, Georgia
| | - F Nahab
- Neurology (S.D., J.W.A., S.R., C.B., F.N.), Emory University Hospital, Atlanta, Georgia
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24
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Consoli A, Andersson T, Holmberg A, Verganti L, Saletti A, Vallone S, Zini A, Cerase A, Romano D, Bracco S, Lorenzano S, Fainardi E, Mangiafico S. CT perfusion and angiographic assessment of pial collateral reperfusion in acute ischemic stroke: the CAPRI study. J Neurointerv Surg 2016; 8:1211-1216. [PMID: 26801947 DOI: 10.1136/neurintsurg-2015-012155] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Revised: 12/23/2015] [Accepted: 12/29/2015] [Indexed: 11/04/2022]
Abstract
BACKGROUND The purpose of this study was to evaluate the correlation between a novel angiographic score for collaterals and CT perfusion (CTP) parameters in patients undergoing endovascular treatment for acute ischemic stroke (AIS). METHODS 103 patients (mean age 66.7±12.7; 48.5% men) with AIS in the anterior circulation territory, imaged with non-contrast CT, CT angiography, and CTP, admitted within 8 h from symptom onset and treated with any endovascular approach, were retrospectively included in the study. Clinical, neuroradiological data, and all time intervals were collected. Careggi Collateral Score (CCS) was used for angiographic assessment of collaterals and the Alberta Stroke Program Early CT Score (ASPECTS) for semiquantitative analysis of CTP maps. Two centralized core laboratories separately reviewed angiographic data, whereas CT findings were evaluated by an expert neuroradiologist. Univariate and multivariate analysis were performed considering CCS both as an ordinal and a dichotomous variable. RESULTS 37/103 patients (35.9%) received intravenous tissue plasminogen activator. Median (IQR) ASPECTS was 9 (6-10) for admission CT, 9 (5-10) for cerebral blood volume (CBV) maps, 3 (2-3) for mean transit time maps, 3 (2-4), for cerebral blood flow maps, and 5 (3-7) for CTP mismatch. Univariate analysis showed a significant correlation between CCS and ASPECTS for all CTP parameters. Multivariate analysis confirmed an independent association only between CCS and CBV (p=0.020 when CCS was considered as a dichotomous variable, p=0.026 with ordinal CCS). CONCLUSIONS A correlation between angiographic assessment of the collateral circulation and CTP seems to be present, suggesting that CCS may provide an indirect evaluation of the infarct core volume to consider for patient selection in AIS.
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Affiliation(s)
- Arturo Consoli
- Interventional Neuroradiology Unit, Careggi University Hospital, Florence, Italy
| | - Tommy Andersson
- Departments of Radiology and Neurology, AZ Groeninge, Kortrijk, Belgium.,Department of Neuroradiology, Karolinska University Hospital, and Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Ake Holmberg
- Department of Neuroradiology, Karolinska University Hospital, and Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Luca Verganti
- Department of Neuroradiology, Nuovo Ospedale Civile 'S Agostino-Estense', Modena, Italy
| | - Andrea Saletti
- Neuroradiology Unit, Azienda Ospedaliero-Universitaria of Ferrara, Cona, Ferrara, Italy
| | - Stefano Vallone
- Department of Neuroradiology, Nuovo Ospedale Civile 'S Agostino-Estense', Modena, Italy
| | - Andrea Zini
- Stroke Unit, Department of Neuroscience, Nuovo Ospedale Civile 'S Agostino-Estense', Modena, Italy
| | - Alfonso Cerase
- Unit of Neuroimaging and Neurointervention, Policlinico 'Santa Maria alle Scotte,', Siena, Italy
| | - Daniele Romano
- Unit of Neuroimaging and Neurointervention, Policlinico 'Santa Maria alle Scotte,', Siena, Italy
| | - Sandra Bracco
- Unit of Neuroimaging and Neurointervention, Policlinico 'Santa Maria alle Scotte,', Siena, Italy
| | - Svetlana Lorenzano
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy
| | - Enrico Fainardi
- Neuroradiology Unit, Azienda Ospedaliero-Universitaria of Ferrara, Cona, Ferrara, Italy
| | - Salvatore Mangiafico
- Interventional Neuroradiology Unit, Careggi University Hospital, Florence, Italy
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25
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26
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The emerging age of endovascular treatment of acute ischaemic stroke and the role of CT angiography in patient work-up: a guide for the radiologist. Clin Radiol 2015; 71:2-8. [PMID: 26549867 DOI: 10.1016/j.crad.2015.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Revised: 08/26/2015] [Accepted: 09/30/2015] [Indexed: 11/21/2022]
Abstract
Recent trial evidence suggests that for patients suffering large-vessel occlusive stroke, endovascular therapy based on the stent-retriever technique is associated with superior clinical outcomes when compared to intravenous thrombolysis alone. The challenge now is how this service is to be delivered. This may involve both centralisation of services around large cities and development of robust networks to receive patients from district general hospitals situated further afield. Both diagnostic and interventional neuroradiology will need to expand. Furthermore, we suggest that it would be advantageous for radiology departments in those hospitals receiving hyperacute stroke patients to perform computed tomography (CT) angiography in addition to non-contrast CT, which also has implications for service delivery in these units. This could swiftly aid identification of patients who might benefit from thrombectomy and improve decision-making through demonstration of occlusive thrombus and of collateral status.
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27
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Grewen K, Salzwedel AP, Gao W. Functional Connectivity Disruption in Neonates with Prenatal Marijuana Exposure. Front Hum Neurosci 2015; 9:601. [PMID: 26582983 PMCID: PMC4631947 DOI: 10.3389/fnhum.2015.00601] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 10/18/2015] [Indexed: 01/17/2023] Open
Abstract
Prenatal marijuana exposure (PME) is linked to neurobehavioral and cognitive impairments; however, findings in childhood and adolescence are inconsistent. Type-1 cannabinoid receptors (CB1R) modulate fetal neurodevelopment, mediating PME effects on growth of functional circuitry sub-serving behaviors critical for academic and social success. The purpose of this study was to investigate the effects of prenatal marijuana on development of early brain functional circuitry prior to prolonged postnatal environmental influences. We measured resting state functional connectivity during unsedated sleep in infants at 2–6 weeks (+MJ: 20 with PME in combination with nicotine, alcohol, opiates, and/or selective serotonin reuptake inhibitors; −MJ: 23 exposed to the same other drugs without marijuana, CTR: 20 drug-free controls). Connectivity of subcortical seed regions with high fetal CB1R expression was examined. Marijuana-specific differences were observed in insula and three striatal connections: anterior insula–cerebellum, right caudate–cerebellum, right caudate–right fusiform gyrus/inferior occipital, left caudate–cerebellum. +MJ neonates had hypo-connectivity in all clusters compared with −MJ and CTR groups. Altered striatal connectivity to areas involved in visual spatial and motor learning, attention, and in fine-tuning of motor outputs involved in movement and language production may contribute to neurobehavioral deficits reported in this at-risk group. Disrupted anterior insula connectivity may contribute to altered integration of interoceptive signals with salience estimates, motivation, decision-making, and later drug use. Compared with CTRs, both +MJ and −MJ groups demonstrated hyper-connectivity of left amygdala seed with orbital frontal cortex and hypo-connectivity of posterior thalamus seed with hippocampus, suggesting vulnerability to multiple drugs in these circuits.
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Affiliation(s)
- Karen Grewen
- Department of Psychiatry, Neurobiology, and Psychology, University of North Carolina Chapel Hill , Chapel Hill, NC , USA
| | - Andrew P Salzwedel
- Department of Radiology, Biomedical Research Imaging Center, University of North Carolina Chapel Hill , Chapel Hill, NC , USA ; Department of Biomedical Sciences and Imaging, Biomedical Imaging Research Institute, Cedars-Sinai Medical Cente , Los Angeles, CA , USA
| | - Wei Gao
- Department of Radiology, Biomedical Research Imaging Center, University of North Carolina Chapel Hill , Chapel Hill, NC , USA ; Department of Biomedical Sciences and Imaging, Biomedical Imaging Research Institute, Cedars-Sinai Medical Cente , Los Angeles, CA , USA
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28
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Breuer L, Knott M, Struffert T, Kloska S, Kurka N, Schwab S, Dörfler A, Köhrmann M, Engelhorn T. Limited versus Whole-Brain Perfusion for the Indication of Thrombolysis in the Extended Time Window of Acute Cerebral Ischemia. J Stroke Cerebrovasc Dis 2015; 24:2491-6. [DOI: 10.1016/j.jstrokecerebrovasdis.2015.06.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Accepted: 06/14/2015] [Indexed: 11/27/2022] Open
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29
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Angermaier A, Khaw AV, Kirsch M, Kessler C, Langner S. Influence of Recanalization and Time of Cerebral Ischemia on Tissue Outcome after Endovascular Stroke Treatment on Computed Tomography Perfusion. J Stroke Cerebrovasc Dis 2015; 24:2306-12. [PMID: 26187789 DOI: 10.1016/j.jstrokecerebrovasdis.2015.06.025] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Revised: 06/09/2015] [Accepted: 06/14/2015] [Indexed: 10/23/2022] Open
Abstract
BACKGROUND The Alberta Stroke Program Early Computed Tomography Score (ASPECTS) has been proposed as a straightforward alternative to the less reliable visual estimation of tissue at risk. We evaluated the association between admission ASPECTS on computed tomography perfusion (CTP) parameter maps and final infarct ASPECTS in patients with acute ischemic stroke who were treated by endovascular therapy (eT) and compared the results with thrombolysis candidates treated conservatively. METHODS eT was performed in 26 consecutive ischemic stroke patients within 6 hours of symptom onset. The control group was matched for age and admission National Institutes of Health Stroke Scale having the same admission imaging protocol and a transcranial Doppler sonography within 24 hours. ASPECTS determined from CTP maps of cerebral blood flow (CBF), cerebral blood volume (CBV), and time to peak (TTP) were compared with final infarct ASPECTS on day 5 noncontrast CT. RESULTS Recanalization rate was 73% in treatment and 50% in control group. ASPECTS for all CTP parameters were significantly lower than ASPECTS-CT in both groups (P < .005). In the treatment group, this applied to patients with successful recanalization. Only controls without recanalization showed a strong correlation between ASPECTS-CTP parameters and ASPECTS-CT (CBV: P = .005; CBF and TTP: P = .028). Patients with early recanalization (≤4 hours) had greater differences between ASPECTS-CTP and ASPECTS-CT than patients with late recanalization (>4 hours; CBF: P = .056; CBV: P = .095; TTP: P = .048). CONCLUSIONS The initial ASPECTS-CTP lesion was significantly larger than the final infarct determined by ASPECTS in case of recanalization. Initial perfusion lesion, including CBV, is reversible in case of reperfusion, especially in early reperfusion.
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Affiliation(s)
- Anselm Angermaier
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Alexander V Khaw
- Department of Clinical Neurosciences, University of Western Ontario, London Health Sciences Centre, London, Ontario, Canada; Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Michael Kirsch
- Institute for Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Greifswald, Germany
| | - Christof Kessler
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Soenke Langner
- Institute for Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Greifswald, Germany.
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30
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Struffert T, Deuerling-Zheng Y, Kloska S, Engelhorn T, Lang S, Mennecke A, Manhart M, Strother CM, Schwab S, Doerfler A. Dynamic Angiography and Perfusion Imaging Using Flat Detector CT in the Angiography Suite: A Pilot Study in Patients with Acute Middle Cerebral Artery Occlusions. AJNR Am J Neuroradiol 2015; 36:1964-70. [PMID: 26066625 DOI: 10.3174/ajnr.a4383] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Accepted: 02/16/2014] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Perfusion and angiographic imaging using intravenous contrast application to evaluate stroke patients is now technically feasible by flat detector CT performed by the angiographic system. The aim of this pilot study was to show the feasibility and qualitative comparability of a novel flat detector CT dynamic perfusion and angiographic imaging protocol in comparison with a multimodal stroke MR imaging protocol. MATERIALS AND METHODS In 12 patients with acute stroke, MR imaging and the novel flat detector CT protocol were performed before endovascular treatment. Perfusion parameter maps (MTT, TTP, CBV, CBF) and MIP/volume-rendering technique images obtained by using both modalities (MR imaging and flat detector CT) were compared. RESULTS Comparison of MIP/volume-rendering technique images demonstrated equivalent visibility of the occlusion site. Qualitative comparison of perfusion parameter maps by using ASPECTS revealed high Pearson correlation coefficients for parameters CBF, MTT, and TTP (0.95-0.98), while for CBV, the coefficient was lower (0.49). CONCLUSIONS We have shown the feasibility of a novel dynamic flat detector CT perfusion and angiographic protocol for the diagnosis and triage of patients with acute ischemic stroke. In a qualitative comparison, the parameter maps and MIP/volume-rendering technique images compared well with MR imaging. In our opinion, this flat detector CT application may substitute for multisection CT imaging in selected patients with acute stroke so that in the future, patients with acute stroke may be directly referred to the angiography suite, thereby avoiding transportation and saving time.
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Affiliation(s)
- T Struffert
- From the Department of Neuroradiology (T.S., S.K., T.E., S.L., A.M., M.M., A.D.)
| | | | - S Kloska
- From the Department of Neuroradiology (T.S., S.K., T.E., S.L., A.M., M.M., A.D.)
| | - T Engelhorn
- From the Department of Neuroradiology (T.S., S.K., T.E., S.L., A.M., M.M., A.D.)
| | - S Lang
- From the Department of Neuroradiology (T.S., S.K., T.E., S.L., A.M., M.M., A.D.)
| | - A Mennecke
- From the Department of Neuroradiology (T.S., S.K., T.E., S.L., A.M., M.M., A.D.)
| | - M Manhart
- From the Department of Neuroradiology (T.S., S.K., T.E., S.L., A.M., M.M., A.D.) Pattern Recognition Lab (M.M.)
| | - C M Strother
- Department of Radiology (C.M.S.), University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - S Schwab
- Department of Neurology (S.S.), University of Erlangen-Nuremberg, Erlangen, Germany
| | - A Doerfler
- From the Department of Neuroradiology (T.S., S.K., T.E., S.L., A.M., M.M., A.D.)
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31
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Luvizutto GJ, Gabriel MG, Braga GP, Fernandes TD, Resende LADL, Pontes Neto OM, Bazan R. Aspects correlates with Scandinavian Stroke Scale for predicting early neurological impairment. ARQUIVOS DE NEURO-PSIQUIATRIA 2015; 73:450-453. [PMID: 26017213 DOI: 10.1590/0004-282x20150037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Accepted: 01/29/2015] [Indexed: 06/04/2023]
Abstract
OBJECTIVE To investigate the correlation between the Alberta Program Early CT Score (ASPECTS) and the Scandinavian Stroke Scale (SSS) for the evaluation of neurological impairment in patients with acute stroke. METHOD 59 patients with a first acute ischemic stroke were evaluated. The ASPECTS were evaluated by 2 neurologists at admission and by another neurologist after 48 hours. The NIHSS and SSS was applied to determinate stroke severity. Correlations and agreements were analysed statistically by Spearman and Kappa tests. RESULTS ASPECTS was correlated with National Institute of Health Stroke Scale (NIHSS) at admission (r = -0.52; p < 0.001) and SSS (r = 0.50; p < 0.001). The ASPECTS and SSS items were most correlated with arm (r = 0.52; p < 0.001) and hand (r = 0.49; p < 0.001) motor power, and speech (r = 0.51; p < 0.001). The SSS of 25.5 shows sensitivity (68%) and specificity (72%) when associated with ASPECTS ≤ 7. CONCLUSION The SSS can predict worst neurological impairment when associated with lower values of ASPECTS.
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Affiliation(s)
- Gustavo José Luvizutto
- Departamento de Neurologia, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista "Júlio de Mesquita Filho", Botucatu, SP, Brazil
| | - Maicon Gonçalves Gabriel
- Departamento de Neurologia, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista "Júlio de Mesquita Filho", Botucatu, SP, Brazil
| | - Gabriel Pereira Braga
- Departamento de Neurologia, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista "Júlio de Mesquita Filho", Botucatu, SP, Brazil
| | - Thiago Dias Fernandes
- Departamento de Neurologia, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista "Júlio de Mesquita Filho", Botucatu, SP, Brazil
| | - Luiz Antônio de Lima Resende
- Departamento de Neurologia, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista "Júlio de Mesquita Filho", Botucatu, SP, Brazil
| | - Octávio Marques Pontes Neto
- Departamento de Neurociências e Ciências do comportamento, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brazil
| | - Rodrigo Bazan
- Departamento de Neurologia, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista "Júlio de Mesquita Filho", Botucatu, SP, Brazil
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32
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Computer-aided diagnosis of hyperacute stroke with thrombolysis decision support using a contralateral comparative method of CT image analysis. J Digit Imaging 2015; 27:392-406. [PMID: 24464216 DOI: 10.1007/s10278-013-9672-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
New and improved techniques have been continuously introduced into CT and MR imaging modalities for the diagnosis and therapy planning of acute stroke. Nevertheless, non-contrast CT (NCCT) is almost always used by every institution as the front line diagnostic imaging modality due to its high affordability and availability. Consequently, the potential reward of extracting as much clinical information as possible from NCCT images can be very great. Intravenous tissue plasminogen activator (tPA) has become the gold standard for treating acute ischemic stroke because it is the only acute stroke intervention approved by the FDA. ASPECTS scoring based on NCCT images has been shown to be a reliable scoring method that helps physicians to make sound decisions regarding tPA administration. In order to further reduce inter-observer variation, we have developed the first end-to-end automatic ASPECTS scoring system using a novel method of contralateral comparison. Due to the self-adaptive nature of the method, our system is robust and has good generalizability. ROC analysis based on evaluation of 103 subjects who presented to the stroke center of Chang Gung Memorial Hospital with symptoms of acute stroke has shown that our system's dichromatic classification of patients into thrombolysis indicated or thrombolysis contraindicated groups has achieved a high accuracy rate with AUC equal to 90.2 %. The average processing time for a single case is 170 s. In conclusion, our system has the potential of enhancing quality of care and providing clinical support in the setting of a busy stroke or emergency center.
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33
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Sillanpää N, Saarinen JT, Rusanen H. Computed tomography angiography source images closely reflect the integrity of collateral circulation. J Neuroradiol 2014; 42:261-8. [PMID: 25454401 DOI: 10.1016/j.neurad.2014.06.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2014] [Revised: 06/01/2014] [Accepted: 06/11/2014] [Indexed: 11/18/2022]
Abstract
BACKGROUND We studied the interplay between collateral circulation, the location of the thrombus and infarct extent based on evaluation of CT angiography source images (CTA-SI) in predicting the clinical outcome of patients treated with intravenous thrombolytic therapy (<3h) in a retrospective cohort. METHODS Anterior circulation occlusion was detected with CTA in 105 patients. The site of the occlusion was recorded, collaterals were assessed with Collateral Score (CS) and Alberta Stroke Program Early CT Score (ASPECTS) was evaluated from CTA-SI, and entered into logistic regression analysis to predict favorable clinical outcome (three-month modified Rankin Scale 0-2). RESULTS CTA-SI ASPECTS was highly correlated with CS (Spearman's rho=0.63, P=0.01). Not a single patient with good collaterals (CS 2-4) had a poor CTA-SI scan (ASPECTS 0-7). The mean CTA-SI ASPECTS score became progressively lower when the status of the collateral circulation deteriorated (ANOVA P<0.001). In univariate analysis a good CTA-SI scan at the admission predicted favorable three-month outcome (P<0.001). In a multivariate model containing CTA-SI ASPECTS, CS and the site of the occlusion along with significant clinical parameters, CTA-SI ASPECTS was rendered non-significant (P=0.43) in the presence of CS. CONCLUSIONS CTA-SI and CS convey overlapping information. CTA-SI is not a significant predictor of the clinical outcome three months after intravenous thrombolysis when the other CTA-based parameters, CS and the clot location, are considered simultaneously. CTA-SI may have a role in the assessment of the extent of irreversible ischemic changes at admission if contrast injection and image acquisition protocols are designed suitably.
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Affiliation(s)
- Niko Sillanpää
- Medical Imaging Center, Tampere University Hospital, PL 2000, 33521 Tampere, Finland.
| | - Jukka Tapio Saarinen
- Department of Neurology, University of Tampere, Tampere and Vaasa Central Hospital, Vaasa, Finland
| | - Harri Rusanen
- Department of Neurology, Oulu University Hospital, Oulu, Finland
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34
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Sabarudin A, Subramaniam C, Sun Z. Cerebral CT angiography and CT perfusion in acute stroke detection: a systematic review of diagnostic value. Quant Imaging Med Surg 2014; 4:282-90. [PMID: 25202664 DOI: 10.3978/j.issn.2223-4292.2014.07.10] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Accepted: 07/03/2014] [Indexed: 11/14/2022]
Abstract
The purpose of this study was to analyse the diagnostic value of cerebral CT angiography (CTA) and CT perfusion (CTP) examinations in the detection of acute stroke based on a systematic review of the current literature. The review was conducted based on searching of seven databases for articles published between 1993 and 2013. Diagnostic value in terms of sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and accuracy was analysed from 21 articles which were found to meet selection criteria. The mean sensitivity, specificity, PPV, NPV and accuracy for CTA were significantly higher than those for CTP with 83.2% (95% CI: 57.9-100.0%), 95.0% (95% CI: 74.4-100%), 84.1% (95% CI: 50.0-100%), 97.1 (95% CI: 94.0-100%) and 94.0% (95% CI: 83.0-99.0) versus 69.9% (95% CI: 20.0-97.0%), 87.4 (95% CI: 61.0-100.0%), 76.4% (95% CI: 48.0-95.4%), 78.2% (95% CI: 55.8-93.9%) and 89.8% (95% CI: 75.7-97.1%), respectively. This analysis shows that CTA has high diagnostic value in detecting high degree of cerebral arterial stenosis (>70%) whereas CTP provides high specificity in the detection of ischemia and infarct tissue of brain.
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Affiliation(s)
- Akmal Sabarudin
- 1 Diagnostic Imaging and Radiotherapy Programme, School of Diagnostic and Applied Health Sciences, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, 50300, Kuala Lumpur, Malaysia ; 2 Discipline of Medical Imaging, Department of Imaging and Applied Physics, Curtin University, GPO Box U1987 Perth, Western Australia 6845, Australia
| | - Cantiriga Subramaniam
- 1 Diagnostic Imaging and Radiotherapy Programme, School of Diagnostic and Applied Health Sciences, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, 50300, Kuala Lumpur, Malaysia ; 2 Discipline of Medical Imaging, Department of Imaging and Applied Physics, Curtin University, GPO Box U1987 Perth, Western Australia 6845, Australia
| | - Zhonghua Sun
- 1 Diagnostic Imaging and Radiotherapy Programme, School of Diagnostic and Applied Health Sciences, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, 50300, Kuala Lumpur, Malaysia ; 2 Discipline of Medical Imaging, Department of Imaging and Applied Physics, Curtin University, GPO Box U1987 Perth, Western Australia 6845, Australia
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Lum C, Ahmed ME, Patro S, Thornhill R, Hogan M, Iancu D, Lesiuk H, Dos Santos M, Dowlatshahi D. Computed tomographic angiography and cerebral blood volume can predict final infarct volume and outcome after recanalization. Stroke 2014; 45:2683-8. [PMID: 25104844 DOI: 10.1161/strokeaha.114.006163] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Recanalization rates are higher in acute anterior stroke treated with stent-retrievers when compared with older techniques. However, some still have sizeable infarcts and poor outcome. This may be related to underestimation of core infarct on nonenhanced computed tomography (NECT). CT angiography (CTA) source images (CTASI) and CT perfusion may be more informative. We hypothesize that core infarct estimation with NECT, CTA, and CT perfusion predicts infarct at 24 hours and outcome after fast recanalization. METHODS Consecutive good recanalization patients with proximal anterior circulation stroke were evaluated. We assessed Alberta Stroke Program Early CT Score (ASPECTs) on NECT for subtle early infarct, hypodensity, loss of gray-white (CTASI), and low cerebral blood volume (CBV; CT perfusion). Sensitivity and specificity for predicting infarct by region were calculated. RESULTS Of 46 patients, 36 (78%) had successful thrombectomy. Median ASPECTS was 10 for NECT early infarct and frank hypodensity; for CBV, CTASI-ASPECTS was 8. CTASI had the highest sensitivity of 71% and specificity of 82% for 24 hours NECT infarct. There was moderate correlation and concordance between CBV/24-hour NECT (Rp=0.51; Rc=0.50) and CTASI/24-hour NECT (Rp=0.54 and Rc=0.53). Thirty-four patients (74%) had good outcomes. Median ASPECTS was higher on CTASI (8 versus 5; P=0.04) and CBV (9 versus 5; P=0.03) for patients with good versus bad outcome. There were better outcomes with increasing CTASI-ASPECTS (P=0.004) and CBV-ASPECTS (P=0.02). CONCLUSIONS CTASI and CBV were better at predicting 24-hour infarct and outcome than NECT. Appropriate advanced imaged guided selection may improve outcomes in large-vessel stroke treated with the newest techniques.
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Affiliation(s)
- Cheemun Lum
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada.
| | - Muhammad Ejaz Ahmed
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada
| | - Satya Patro
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada
| | - Rebecca Thornhill
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada
| | - Matthew Hogan
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada
| | - Daniela Iancu
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada
| | - Howard Lesiuk
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada
| | - Marlise Dos Santos
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada
| | - Dar Dowlatshahi
- From the Interventional Neuroradiology Section, Department of Medical Imaging-Diagnostic (C.L., M.E.A., S.P., R.T., D.I., H.L., M.d.S.) and Division of Neurology, Department of Medicine (M.H., D.D.), The Ottawa Hospital, Ottawa Hospital Research Institute (OHRI), University of Ottawa, Ottawa, Ontario, Canada
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[Vascular assessment in stroke codes: role of computed tomography angiography]. RADIOLOGIA 2014; 57:156-66. [PMID: 25060835 DOI: 10.1016/j.rx.2013.11.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Revised: 10/05/2013] [Accepted: 11/18/2013] [Indexed: 11/22/2022]
Abstract
Advances in imaging studies for acute ischemic stroke are largely due to the development of new efficacious treatments carried out in the acute phase. Together with computed tomography (CT) perfusion studies, CT angiography facilitates the selection of patients who are likely to benefit from appropriate early treatment. CT angiography plays an important role in the workup for acute ischemic stroke because it makes it possible to confirm vascular occlusion, assess the collateral circulation, and obtain an arterial map that is very useful for planning endovascular treatment. In this review about CT angiography, we discuss the main technical characteristics, emphasizing the usefulness of the technique in making the right diagnosis and improving treatment strategies.
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Pallesen LP, Gerber J, Dzialowski I, van der Hoeven EJRJ, Michel P, Pfefferkorn T, Ozdoba C, Kappelle LJ, Wiedemann B, Khomenko A, Algra A, Hill MD, von Kummer R, Demchuk AM, Schonewille WJ, Puetz V. Diagnostic and Prognostic Impact of pc-ASPECTS Applied to Perfusion CT in the Basilar Artery International Cooperation Study. J Neuroimaging 2014; 25:384-9. [PMID: 24942473 DOI: 10.1111/jon.12130] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2013] [Revised: 02/20/2014] [Accepted: 03/31/2014] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND AND PURPOSE The posterior circulation Acute Stroke Prognosis Early CT Score (pc-APECTS) applied to CT angiography source images (CTA-SI) predicts the functional outcome of patients in the Basilar Artery International Cooperation Study (BASICS). We assessed the diagnostic and prognostic impact of pc-ASPECTS applied to perfusion CT (CTP) in the BASICS registry population. METHODS We applied pc-ASPECTS to CTA-SI and cerebral blood flow (CBF), cerebral blood volume (CBV), and mean transit time (MTT) parameter maps of BASICS patients with CTA and CTP studies performed. Hypoattenuation on CTA-SI, relative reduction in CBV or CBF, or relative increase in MTT were rated as abnormal. RESULTS CTA and CTP were available in 27/592 BASICS patients (4.6%). The proportion of patients with any perfusion abnormality was highest for MTT (93%; 95% confidence interval [CI], 76%-99%), compared with 78% (58%-91%) for CTA-SI and CBF, and 46% (27%-67%) for CBV (P < .001). All 3 patients with a CBV pc-ASPECTS < 8 compared to 6/23 patients with a CBV pc-ASPECTS ≥ 8 had died at 1 month (RR 3.8; 95% CI, 1.9-7.6). CONCLUSION CTP was performed in a minority of the BASICS registry population. Perfusion disturbances in the posterior circulation were most pronounced on MTT parameter maps. CBV pc-ASPECTS < 8 may indicate patients with high case fatality.
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Affiliation(s)
- Lars-Peder Pallesen
- Dresden University Stroke Center, University of Technology Dresden, Dresden, Germany
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Rohan V, Baxa J, Tupy R, Cerna L, Sevcik P, Friesl M, Polivka J, Polivka J, Ferda J. Length of occlusion predicts recanalization and outcome after intravenous thrombolysis in middle cerebral artery stroke. Stroke 2014; 45:2010-7. [PMID: 24916912 DOI: 10.1161/strokeaha.114.005731] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE The length of large vessel occlusion is considered a major factor for therapy in patients with ischemic stroke. We used 4D-CT angiography evaluation of middle cerebral artery occlusion in prediction of recanalization and favorable clinical outcome and after intravenous thrombolysis (IV-tPA). METHODS In 80 patients treated with IV-tPA for acute complete middle cerebral artery/M1 occlusion determined using CT angiography and temporal maximum intensity projection, calculated from 4D-CT angiography, the length of middle cerebral artery proximal stump, occlusion in M1 or M1 and M2 segment were measured. Univariate and multivariate analyses were performed to define independent predictors of successful recanalization after 24 hours and favorable outcome after 3 months. RESULTS The length of occlusion was measureable in all patients using temporal maximum intensity projection. Recanalization thrombolysis in myocardial infarction 2 to 3 was achieved in 37 individuals (46%). The extension to M2 segment as a category (odds ratio, 4.58; 95% confidence interval, 1.39-15.05; P=0.012) and the length of M1 segment occlusion (odds ratio, 0.82; 95% confidence interval, 0.73-0.92; P=0.0007) with an optimal cutoff value of 12 mm (sensitivity 0.67; specificity 0.71) were significant independent predictors of recanalization. Favorable outcome (modified Rankin scale 0-2) was achieved in 25 patients (31%), baseline National Institutes of Health Stroke Scale (odds ratio, 0.82; 95% confidence interval, 0.72-0.93; P=0.003) and the length of occlusion M1 in segment (odds ratio, 0.79; 95% confidence interval, 0.69-0.91; P=0.0008) with an optimal cutoff value of 11 mm (sensitivity 0.74; specificity 0.76) were significant independent predictors of favorable outcome. CONCLUSIONS The length of middle cerebral artery occlusion is an independent predictor of successful IV-tPA treatment.
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Affiliation(s)
- Vladimir Rohan
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.).
| | - Jan Baxa
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.)
| | - Radek Tupy
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.)
| | - Lenka Cerna
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.)
| | - Petr Sevcik
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.)
| | - Michal Friesl
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.)
| | - Jiri Polivka
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.)
| | - Jiri Polivka
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.)
| | - Jiri Ferda
- From the Department of Neurology (V.R., L.C., P.S., J.P.) and Department of Imaging Methods (J.B., R.T., J.F.), Faculty of Medicine in Plzen, Charles University in Prague and Faculty Hospital Plzen, Plzen, Czech Republic; Department of Mathematics, Faculty of Applied Sciences, University of West Bohemia Plzen, Plzen, Czech Republic (M.F.); and Department of Histology and Embryology and Biomedical Centre, Faculty of Medicine in Plzen, Charles University in Prague, Plzen, Czech Republic (J.P.)
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Spiotta AM, Vargas J, Hawk H, Turner R, Chaudry MI, Battenhouse H, Turk AS. Impact of the ASPECT scores and distribution on outcome among patients undergoing thrombectomy for acute ischemic stroke. J Neurointerv Surg 2014; 7:551-8. [PMID: 24916415 DOI: 10.1136/neurintsurg-2014-011195] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Accepted: 05/19/2014] [Indexed: 11/03/2022]
Abstract
INTRODUCTION This study investigates whether the Alberta Stroke Program Early CT Score (ASPECTS) quantification is associated with outcome following mechanical thrombectomy. OBJECTIVE To determine whether preintervention non-perfect ASPECT scores involving cortical or subcortical regions and the side of the non-perfect ASPECT score affects outcomes. METHODS A retrospective review of a prospectively maintained database of patients with acute ischemic stroke involving the anterior circulation who underwent thrombectomy between May 2008 and August 2012 at a single tertiary care center. The device for mechanical thrombectomy used was the penumbra aspiration system (Penumbra Inc, Alameda, California, USA) and the Solitaire stent retriever (ev3, Irvine, California, USA). A 'blinded' neuroradiologist obtained ASPECTS quantification and noted each region demonstrating early changes. RESULTS 149 patients (51.7% female, mean age 66.1±15.1 years) were included with an average National Institutes of Health Stroke Scale of 16.2±6.7. Patients with non-perfect ASPECT scores on pretreatment imaging were more likely to have a hemorrhagic conversion (p=0.04) evident on post-procedure CT. However, functional outcomes were the same. Patients with both cortical and basal ganglia non-perfect ASPECT scores were more likely to be in a persistent vegetative state or expire. No differences were identified in outcome among patients with left- versus right-sided infarcts affecting the basal ganglia or cortical regions. CONCLUSIONS These findings support a strategy of selecting candidacy for thrombectomy that does not exclude patients with non-perfect ASPECT scores involving either the basal ganglia or cortical regions. Outcomes were identical among patients with no non-perfect ASPECT scores and those with cortical or subcortical infarcts, despite a higher incidence of hemorrhagic conversion found among those with non-perfect ASPECT scores.
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Affiliation(s)
- Alejandro M Spiotta
- Division of Neurosurgery, Department of Neurosciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jan Vargas
- Division of Neurosurgery, Department of Neurosciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Harris Hawk
- Department of Radiology, Neurointerventional, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Raymond Turner
- Division of Neurosurgery, Department of Neurosciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - M Imran Chaudry
- Department of Radiology, Neurointerventional, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Holly Battenhouse
- Data Coordination Unit, Department of Public Health Services, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Aquilla S Turk
- Department of Radiology, Neurointerventional, Medical University of South Carolina, Charleston, South Carolina, USA
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Kim JT, Heo SH, Lee JS, Park MH, Oh DS, Choi KH, Kim IG, Ha YS, Chang H, Choo IS, Ahn SH, Jeong SK, Shin BS, Park MS, Cho KH. To do or not to do; dilemma of intra-arterial revascularization in acute ischemic stroke. PLoS One 2014; 9:e99261. [PMID: 24906122 PMCID: PMC4048270 DOI: 10.1371/journal.pone.0099261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2013] [Accepted: 05/12/2014] [Indexed: 01/19/2023] Open
Abstract
Background There has still been lack of evidence for definite imaging criteria of intra-arterial revascularization (IAR). Therefore, IAR selection is left largely to individual clinicians. In this study, we sought to investigate the overall agreement of IAR selection among different stroke clinicians and factors associated with good agreement of IAR selection. Methods From the prospectively registered data base of a tertiary hospital, we identified consecutive patients with acute ischemic stroke. IAR selection based on the provided magnetic resonance imaging (MRI) results and clinical information were independently performed by 5 independent stroke physicians currently working at 4 different university hospitals. MRI results were also reviewed by 2 independent experienced neurologists blinded to clinical data and physicians' IAR selection. The Alberta Stroke Program Early Computed Tomography Score (ASPECTS) was calculated on initial DWI and MTT. We arbitrarily used ASPECTS differences between DWI and MTT (D-M ASPECTS) to quantitatively evaluate mismatch. Results The overall interobserver agreement of IAR selection was fair (kappa = 0.398). In patients with DWI-ASPECTS >6, interobserver agreement was moderate to substantial (0.398–0.620). In patients with D-M ASPECTS >4, interobserver agreement was moderate to almost perfect (0.532–1.000). Patients with higher DWI or D-M ASPECTS had better agreement of IAR selection. Conclusion Our study showed that DWI-ASPSECTS >6 and D-M ASPECTS >4 had moderate to substantial agreement of IAR selection among different stroke physicians. However, there is still poor agreement as to whether IAR should not be performed in patients with lower DWI and D-M ASPECTS.
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Affiliation(s)
- Joon-Tae Kim
- Department of Neurology, Cerebrovascular Center, Chonnam National University Hospital, Gwangju, Korea
- * E-mail: (JTK); (MSP)
| | - Suk-Hee Heo
- Department of Radiology, Chonnam National University Hwasun Hospital, Hwasun, Korea
| | - Ji Sung Lee
- Biostatistical Consulting Unit, Soonchunhyang University Medical Center, Seoul, Korea
| | - Myeong-Ho Park
- Department of Neurology, Cerebrovascular Center, Chonnam National University Hospital, Gwangju, Korea
| | - Dong-Seok Oh
- Department of Neurology, Cerebrovascular Center, Chonnam National University Hospital, Gwangju, Korea
| | - Kang-Ho Choi
- Department of Neurology, Cerebrovascular Center, Chonnam National University Hospital, Gwangju, Korea
| | - Ihn-Gyu Kim
- Department of Neurology, Cerebrovascular Center, Chonnam National University Hospital, Gwangju, Korea
| | - Yeon Soo Ha
- Department of Neurology, Wonkwang University Hospital, Iksan, Korea
| | - Hyuk Chang
- Department of Neurology, Wonkwang University Hospital, Iksan, Korea
| | - In Sung Choo
- Department of Neurology, Chosun University Hospital, Gwangju, Korea
| | - Seong Hwan Ahn
- Department of Neurology, Chosun University Hospital, Gwangju, Korea
| | - Seul-Ki Jeong
- Department of Neurology, Chonbuk National University Medical School and Hospital, Jeonju, Korea
| | - Byoung-Soo Shin
- Department of Neurology, Chonbuk National University Medical School and Hospital, Jeonju, Korea
| | - Man-Seok Park
- Department of Neurology, Cerebrovascular Center, Chonnam National University Hospital, Gwangju, Korea
- * E-mail: (JTK); (MSP)
| | - Ki-Hyun Cho
- Department of Neurology, Cerebrovascular Center, Chonnam National University Hospital, Gwangju, Korea
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Alves JE, Carneiro Â, Xavier J. “CT Angiography Source-Images and CT Perfusion: Are They Complementary Tools for Ischemic Stroke Evaluation?”. Neuroradiol J 2014; 27:368. [DOI: 10.15274/nrj-2014-10044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2014] [Accepted: 04/05/2014] [Indexed: 11/12/2022] Open
Affiliation(s)
| | - Ângelo Carneiro
- Neuroradiology Department, Centro Hospitalar do Porto; Porto, Portugal
| | - João Xavier
- Neuroradiology Department, Centro Hospitalar do Porto; Porto, Portugal
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Morelli N, Rota E, Immovilli P, Iafelice I, Michieletti E, Guidetti D, Morelli J. CT Angiography Source-Images and CT Perfusion: Are They Complementary Tools for Ischemic Stroke Evaluation? Neuroradiol J 2014; 27:365-7. [DOI: 10.15274/nrj-2014-10043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2014] [Accepted: 04/05/2014] [Indexed: 11/12/2022] Open
Affiliation(s)
- Nicola Morelli
- Neurology Unit, Guglielmo da Saliceto Hospital; Piacenza, Italy
- Radiology Unit, Guglielmo da Saliceto Hospital; Piacenza, Italy
| | - Eugenia Rota
- Neurology Unit, Guglielmo da Saliceto Hospital; Piacenza, Italy
| | - Paolo Immovilli
- Neurology Unit, Guglielmo da Saliceto Hospital; Piacenza, Italy
| | - Ilaria Iafelice
- Neurology Unit, Guglielmo da Saliceto Hospital; Piacenza, Italy
| | | | - Donata Guidetti
- Neurology Unit, Guglielmo da Saliceto Hospital; Piacenza, Italy
| | - John Morelli
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine; Baltimore, MD, USA
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Ibatullin MM, Kalinin MN, Kurado AT, Valeeva AA, Khasanova DR. [Multimodal imaging protocols and their predictive role in acute stroke functional outcome]. Zh Nevrol Psikhiatr Im S S Korsakova 2014; 114:9-15. [PMID: 25726796 DOI: 10.17116/jnevro20141141229-15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Brain imaging plays a central role in the assessment of patients with acute ischemic stroke. Within a few minutes, modern multimodal imaging protocols can provide one with comprehensive information about prognosis, management, and outcome of the disease, and may detect changes in the intracranial structures reflecting severity of the ischemic injury depicted by four Ps: parenchyma (of the brain), pipes (i.e., the cerebral blood vessels), penumbra, and permeability (of the blood brain barrier). In this article, we have reviewed neuroradiological predictors of stroke functional outcome in the light of the aforementioned four Ps.
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Affiliation(s)
- M M Ibatullin
- GBOU VPO "Kazanskiĭ gosudarstvennyĭ meditsinskiĭ universitet"
| | - M N Kalinin
- GBOU VPO "Kazanskiĭ gosudarstvennyĭ meditsinskiĭ universitet"
| | - A T Kurado
- GAUZ "Mezhregional'nyĭ kliniko-diagnosticheskiĭ tsentr", Kazan'
| | - A A Valeeva
- GBOU VPO "Kazanskiĭ gosudarstvennyĭ meditsinskiĭ universitet"
| | - D R Khasanova
- GBOU VPO "Kazanskiĭ gosudarstvennyĭ meditsinskiĭ universitet"
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44
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Sztriha LK, Cusack U, Kandasamy N, Jarosz J, Kalra L. Determinants of mismatch in acute ischaemic stroke. J Neurol Sci 2013; 334:10-3. [DOI: 10.1016/j.jns.2013.07.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2013] [Revised: 07/03/2013] [Accepted: 07/08/2013] [Indexed: 11/26/2022]
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45
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van Seeters T, Biessels GJ, Niesten JM, van der Schaaf IC, Dankbaar JW, Horsch AD, Mali WPTM, Kappelle LJ, van der Graaf Y, Velthuis BK, on behalf of the Dust Investigators. Reliability of visual assessment of non-contrast CT, CT angiography source images and CT perfusion in patients with suspected ischemic stroke. PLoS One 2013; 8:e75615. [PMID: 24116061 PMCID: PMC3792960 DOI: 10.1371/journal.pone.0075615] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Accepted: 08/16/2013] [Indexed: 11/19/2022] Open
Abstract
Background and Purpose Good reliability of methods to assess the extent of ischemia in acute stroke is important for implementation in clinical practice, especially between observers with varying experience. Our aim was to determine inter- and intra-observer reliability of the 1/3 middle cerebral artery (MCA) rule and the Alberta Stroke Program Early CT Score (ASPECTS) for different CT modalities in patients suspected of acute ischemic stroke. Methods We prospectively included 105 patients with acute neurological deficit due to suspected acute ischemic stroke within 9 hours after symptom onset. All patients underwent non-contrast CT, CT perfusion and CT angiography on admission. All images were evaluated twice for presence of ischemia, ischemia with >1/3 MCA involvement, and ASPECTS. Four observers evaluated twenty scans twice for intra-observer agreement. We used kappa statistics and intraclass correlation coefficient to calculate agreement. Results Inter-observer agreement for the 1/3 MCA rule and ASPECTS was fair to good for non-contrast CT, poor to good for CT angiography source images, but excellent for all CT perfusion maps (cerebral blood volume, mean transit time, and predicted penumbra and infarct maps). Intra-observer agreement for the 1/3 MCA rule and ASPECTS was poor to good for non-contrast CT, fair to moderate for CT angiography source images, and good to excellent for all CT perfusion maps. Conclusion Between observers with a different level of experience, agreement on the radiological diagnosis of cerebral ischemia is much better for CT perfusion than for non-contrast CT and CT angiography source images, and therefore CT perfusion is a very reliable addition to standard stroke imaging.
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Affiliation(s)
- Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
- * E-mail:
| | - Geert Jan Biessels
- Department of Neurology, Utrecht Stroke Center, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Joris M. Niesten
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Alexander D. Horsch
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Radiology, Rijnstate Hospital, Arnhem, The Netherlands
| | - Willem P. T. M. Mali
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L. Jaap Kappelle
- Department of Neurology, Utrecht Stroke Center, Rudolf Magnus Institute of Neuroscience, 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, Utrecht, The Netherlands
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Frölich AMJ, Wolff SL, Psychogios MN, Klotz E, Schramm R, Wasser K, Knauth M, Schramm P. Time-resolved assessment of collateral flow using 4D CT angiography in large-vessel occlusion stroke. Eur Radiol 2013; 24:390-6. [PMID: 24078013 DOI: 10.1007/s00330-013-3024-6] [Citation(s) in RCA: 90] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Revised: 08/25/2013] [Accepted: 09/07/2013] [Indexed: 11/25/2022]
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47
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An automated detection method for the MCA dot sign of acute stroke in unenhanced CT. Radiol Phys Technol 2013; 7:79-88. [PMID: 23996520 DOI: 10.1007/s12194-013-0234-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2013] [Revised: 08/20/2013] [Accepted: 08/21/2013] [Indexed: 10/26/2022]
Abstract
The hyperdense middle cerebral artery (MCA) dot sign representing a thromboembolus is one of the important computed tomography (CT) findings for acute stroke on unenhanced CT images. Our purpose in this study was to develop an automated method for detection of the MCA dot sign of acute stroke on unenhanced CT images. The algorithm of the method which we developed consisted of 5 major steps: extraction of the sylvian fissure region, initial identification of MCA dots based on the morphologic top-hat transformation, feature extraction of candidates, elimination of false positives (FPs) by use of a rule-based scheme, and classification of candidates using a support vector machine (SVM) classifier with four features. Our database comprised 297 CT images obtained from seven patients with the MCA dot sign. The performance of this scheme for classification of the MCA dot sign was evaluated by means of a leave-one-case out method. The performance of the classification by use of the SVM achieved a maximum sensitivity of 97.5% (39/40) at a FP rate of 1.28 per image. The sensitivity for detection of the MCA dot sign was 97.5% (39/40) with a FP rate of 0.5 per hemisphere. The method we developed has the potential to detect the MCA dot sign of acute stroke on unenhanced CT images.
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Wang XC, Gao PY, Xue J, Liu GR, Ma L, Wang C, Sui BB, Wang CJ, Liao XL, Wang YJ. Computed tomography perfusion source images assessment of infarct core and penumbra in acute stroke. Neurol Res 2013; 31:351-4. [DOI: 10.1179/174313209x444080] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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49
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Psychogios MN, Schramm P, Frölich AM, Kallenberg K, Wasser K, Reinhardt L, Kreusch AS, Jung K, Knauth M. Alberta Stroke Program Early CT Scale Evaluation of Multimodal Computed Tomography in Predicting Clinical Outcomes of Stroke Patients Treated With Aspiration Thrombectomy. Stroke 2013; 44:2188-93. [PMID: 23715960 DOI: 10.1161/strokeaha.113.001068] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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50
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Abstract
Controversies and interest are present in the associations between specific brain locations and depression or anxiety. This study investigated the association between stroke location and emotional changes in stroke patients. This prospective observational study analyzed the neuroimages and neuropsychiatric conditions of 26 patients with acute middle cerebral artery infarction. Each patient's neurological and psychiatric condition was evaluated 1 week as well as 1 month after the stroke. We found that the right superior and middle temporal gyrus was associated with anxiety at 1 month after stroke. Moreover, better mentality is associated with deterioration of anxiety within 1 month after stroke, and larger lesion volume is associated with deterioration of depression within 1 month after stroke.
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