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McDonough RV, Rex NB, Ospel JM, Kashani N, Rinkel LA, Sehgal A, Fladt JC, McTaggart RA, Nogueira R, Menon B, Demchuk AM, Poppe A, Hill MD, Goyal M. Association between CT Perfusion Parameters and Hemorrhagic Transformation after Endovascular Treatment in Acute Ischemic Stroke: Results from the ESCAPE-NA1 Trial. AJNR Am J Neuroradiol 2024; 45:887-892. [PMID: 38697793 PMCID: PMC11286015 DOI: 10.3174/ajnr.a8227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 01/24/2024] [Indexed: 05/05/2024]
Abstract
BACKGROUND AND PURPOSE Hemorrhagic transformation can occur as a complication of endovascular treatment for acute ischemic stroke. This study aimed to determine whether ischemia depth as measured by admission CTP metrics can predict the development of hemorrhagic transformation at 24 hours. MATERIALS AND METHODS Patients with baseline CTP and 24-hour follow-up imaging from the ESCAPE-NA1 trial were included. RAPID software was used to generate CTP volume maps for relative CBF, CBV, and time-to-maximum at different thresholds. Hemorrhage on 24-hour imaging was classified according to the Heidelberg system, and volumes were calculated. Univariable and multivariable regression analyses assessed the association between CTP lesion volumes and hemorrhage/hemorrhage subtypes. RESULTS Among 408 patients with baseline CTP, 142 (35%) had hemorrhagic transformation at 24-hour follow-up, with 89 (63%) classified as hemorrhagic infarction (HI1/HI2), and 53 (37%), as parenchymal hematoma (PH1/PH2). Patients with HI or PH had larger volumes of low relative CBF and CBV at each threshold compared with those without hemorrhage. After we adjustied for baseline and treatment variables, only increased relative CBF <30% lesion volume was associated with any hemorrhage (adjusted OR, 1.14; 95% CI, 1.02-1.27 per 10 mL), as well as parenchymal hematoma (adjusted OR, 1.23; 95% CI, 1.06-1.43 per 10 mL). No significant associations were observed for hemorrhagic infarction. CONCLUSIONS Larger "core" volumes of relative CBF <30% were associated with an increased risk of PH following endovascular treatment. This particular metric, in conjunction with other clinical and imaging variables, may, therefore, help estimate the risk of post-endovascular treatment hemorrhagic complications.
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Affiliation(s)
- Rosalie V McDonough
- From the Department of Radiology (R.V.M., N.B.R., J.M.O., L.A.R., A.S., M.G.), University of Calgary, Calgary, Alberta, Canada
| | - Nathaniel B Rex
- From the Department of Radiology (R.V.M., N.B.R., J.M.O., L.A.R., A.S., M.G.), University of Calgary, Calgary, Alberta, Canada
- Department of Diagnostic Imaging (N.B.R.), Brown University, Providence, Rhode Island
| | - Johanna M Ospel
- From the Department of Radiology (R.V.M., N.B.R., J.M.O., L.A.R., A.S., M.G.), University of Calgary, Calgary, Alberta, Canada
| | - Nima Kashani
- Department of Neurosurgery (N.K.), University of Saskatchewan, Saskatchewan, Canada
| | - Leon A Rinkel
- From the Department of Radiology (R.V.M., N.B.R., J.M.O., L.A.R., A.S., M.G.), University of Calgary, Calgary, Alberta, Canada
- Department of Neurology (L.A.R.), Amsterdam University Medical Centres, Amsterdam, the Netherlands
| | - Arshia Sehgal
- From the Department of Radiology (R.V.M., N.B.R., J.M.O., L.A.R., A.S., M.G.), University of Calgary, Calgary, Alberta, Canada
| | - Joachim C Fladt
- Department of Neurology and Stroke Center (J.C.F.), University Hospital Basel, Basel, Switzerland
| | - Ryan A McTaggart
- Department of Imaging (R.A.M.), Brown University, Providence, Rhode Island
| | - Raul Nogueira
- Department of Neurology and Neurosurgery (R.N.), University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Bijoy Menon
- Department of Clinical Neurosciences (B.M., A.M.D., M.D.H., M.G.), University of Calgary, Calgary, Alberta, Canada
| | - Andrew M Demchuk
- Department of Clinical Neurosciences (B.M., A.M.D., M.D.H., M.G.), University of Calgary, Calgary, Alberta, Canada
| | - Alexandre Poppe
- Department of Neurosciences (A.P.), Centre Hospitalier de L'Université de Montréal, Montreal, Quebec, Canada
| | - Michael D Hill
- Department of Clinical Neurosciences (B.M., A.M.D., M.D.H., M.G.), University of Calgary, Calgary, Alberta, Canada
| | - Mayank Goyal
- From the Department of Radiology (R.V.M., N.B.R., J.M.O., L.A.R., A.S., M.G.), University of Calgary, Calgary, Alberta, Canada
- Department of Clinical Neurosciences (B.M., A.M.D., M.D.H., M.G.), University of Calgary, Calgary, Alberta, Canada
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Lee TJ, Roh HG, Kim HJ, Jeon YS, Ki HJ, Park JJ, Lee HJ, Lee JS, Choi JW, Ryu SY, Jung YJ, Lee SB. Prognostic value of collateral perfusion estimation by arterial spin labeling for acute anterior circulation ischemic stroke. Neuroradiology 2023; 65:1695-1705. [PMID: 37837481 DOI: 10.1007/s00234-023-03233-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 10/03/2023] [Indexed: 10/16/2023]
Abstract
PURPOSE This study aimed to verify the value of arterial spin labeling (ASL) collateral perfusion estimation for predicting functional outcomes in acute anterior circulation ischemic stroke. METHODS This secondary analysis of an ongoing prospective observational study included data from participants with acute ischemic stroke due to steno-occlusion of the internal carotid artery and/or the middle cerebral artery within 8 h of symptom onset. We compared the collateral map, which is a 5-phase collateral imaging derived from dynamic contrast-enhanced magnetic resonance angiography, and ASL to validate the ASL collateral perfusion estimation. Multiple logistic regression analyses were conducted to identify independent predictors of favorable functional outcomes. RESULTS One hundred forty-eight participants (68 ± 13 years, 96 men) were evaluated. The ASL collateral perfusion grade was positively correlated with the collateral perfusion grade of the collateral map (P < .001). Younger age (OR = 0.53, 95% CI = 0.36-0.78, P = .002), lower baseline NIHSS score (OR = 0.85, 95% CI = 0.78-0.92, P < .001), intermediate ASL collateral perfusion grade (OR = 4.02, 95% CI = 1.43-11.26, P = .008), good ASL collateral perfusion grade (OR = 26.37, 95% CI = 1.06-655.01, P = .046), and successful reperfusion (OR = 5.84, 95% CI = 2.08-16.42, P < .001) were independently associated with favorable functional outcomes. CONCLUSION ASL collateral perfusion estimation provides prognostic information, which can be helpful in guiding management decisions.
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Affiliation(s)
- Taek-Jun Lee
- Department of Neurology, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 64 Daeheung-Ro, Jung-Gu, Daejeon, 34943, Republic of Korea
| | - Hong Gee Roh
- Department of Radiology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Republic of Korea
| | - Hyun Jeong Kim
- Department of Radiology, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Daejeon, Republic of Korea
| | - Yoo Sung Jeon
- Department of Neurosurgery, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Republic of Korea
| | - Hee Jong Ki
- Department of Neurosurgery, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Daejeon, Republic of Korea
| | - Jeong Jin Park
- Department of Neurology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Republic of Korea
| | - Hyung Jin Lee
- Department of Neurosurgery, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Daejeon, Republic of Korea
| | - Ji Sung Lee
- Clinical Research Center, Asan Institute for Life Science, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jin Woo Choi
- Department of Radiology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Republic of Korea
| | - Seon Young Ryu
- Department of Neurology, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 64 Daeheung-Ro, Jung-Gu, Daejeon, 34943, Republic of Korea
| | - Yu Jin Jung
- Department of Neurology, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 64 Daeheung-Ro, Jung-Gu, Daejeon, 34943, Republic of Korea
| | - Sang Bong Lee
- Department of Neurology, Daejeon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 64 Daeheung-Ro, Jung-Gu, Daejeon, 34943, Republic of Korea.
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Wei C, Wu Q, Liu J, Wang Y, Liu M. Key CT markers for predicting haemorrhagic transformation after ischaemic stroke: a prospective cohort study in China. BMJ Open 2023; 13:e075106. [PMID: 38000813 PMCID: PMC10680015 DOI: 10.1136/bmjopen-2023-075106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 10/09/2023] [Indexed: 11/26/2023] Open
Abstract
OBJECTIVES Limited studies have systematically addressed the CT markers of predicting haemorrhagic transformation (HT). We aimed to (1) investigate the predictive ability of the imaging factors on multimodal CT for HT and (2) identify the key CT markers that can accurately predict HT while maintaining easy and rapid assessment in the early stage of stroke. DESIGN AND SETTING This was a prospective cohort study conducted in a tertiary hospital in Southwest China. PARTICIPANTS Patients with ischaemic stroke admitted within 24 hours after onset were included. OUTCOME MEASURES The primary outcome was measured as the overall HT. The secondary outcomes were the presence of parenchymal haematoma, symptomatic HT and spontaneous HT. RESULTS A total of 763 patients were included. The early hypodensity >1/3 of the middle cerebral artery (MCA) territory, Alberta Stroke Programme Early CT Score≤7, midline shift, hyperdense middle cerebral artery sign (HMCAS), poor collateral circulation, infarct core and penumbra was independently associated with the increased risk of HT (all p < 0.05). The sensitivity of midline shift for predicting HT was only 3.5%, whereas its specificity was 99.8%. The combination of the early hypodensity >1/3 of the MCA territory, midline shift and HMCAS showed a good predictive performance for HT (area under the curve 0.80, 95% CI 0.75 to 0.84). CONCLUSIONS Seven imaging factors on multimodal CT were independently associated with HT. The high specificity of midline shift suggests the need to consider it as an imaging indicator when assessing the risk of HT. The early hypodensity >1/3 of the MCA territory, midline shift and HMCAS was identified as the key CT markers for the early prediction of HT. The coexistence of the three key factors might be a valuable index for identifying individuals at high bleeding risk and guiding further treatments.
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Affiliation(s)
- Chenchen Wei
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Qian Wu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Junfeng Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Yanan Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Ming Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
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Ozkara BB, Karabacak M, Margetis K, Yedavalli VS, Wintermark M, Bisdas S. Assessment of Computed Tomography Perfusion Research Landscape: A Topic Modeling Study. Tomography 2023; 9:2016-2028. [PMID: 37987344 PMCID: PMC10661298 DOI: 10.3390/tomography9060158] [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: 09/22/2023] [Revised: 10/22/2023] [Accepted: 10/23/2023] [Indexed: 11/22/2023] Open
Abstract
The number of scholarly articles continues to rise. The continuous increase in scientific output poses a challenge for researchers, who must devote considerable time to collecting and analyzing these results. The topic modeling approach emerges as a novel response to this need. Considering the swift advancements in computed tomography perfusion (CTP), we deem it essential to launch an initiative focused on topic modeling. We conducted a comprehensive search of the Scopus database from 1 January 2000 to 16 August 2023, to identify relevant articles about CTP. Using the BERTopic model, we derived a group of topics along with their respective representative articles. For the 2020s, linear regression models were used to identify and interpret trending topics. From the most to the least prevalent, the topics that were identified include "Tumor Vascularity", "Stroke Assessment", "Myocardial Perfusion", "Intracerebral Hemorrhage", "Imaging Optimization", "Reperfusion Therapy", "Postprocessing", "Carotid Artery Disease", "Seizures", "Hemorrhagic Transformation", "Artificial Intelligence", and "Moyamoya Disease". The model provided insights into the trends of the current decade, highlighting "Postprocessing" and "Artificial Intelligence" as the most trending topics.
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Affiliation(s)
- Burak B. Ozkara
- Department of Neuroradiology, MD Anderson Cancer Center, 1400 Pressler Street, Houston, TX 77030, USA
| | - Mert Karabacak
- Department of Neurosurgery, Mount Sinai Health System, 1468 Madison Avenue, New York, NY 10029, USA
| | - Konstantinos Margetis
- Department of Neurosurgery, Mount Sinai Health System, 1468 Madison Avenue, New York, NY 10029, USA
| | - Vivek S. Yedavalli
- Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins Hospital, 600 N Wolfe Street, Baltimore, MD 21287, USA
| | - Max Wintermark
- Department of Neuroradiology, MD Anderson Cancer Center, 1400 Pressler Street, Houston, TX 77030, USA
| | - Sotirios Bisdas
- Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, University College London NHS Foundation Trust, London WC1N 3BG, UK
- Department of Brain Repair and Rehabilitation, Queen Square Institute of Neurology, University College London, London WC1N 3BG, UK
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Mubarak F, Fatima H, Mustafa MS, Shafique MA, Abbas SR, Rangwala HS. Assessment Precision of CT Perfusion Imaging in the Detection of Acute Ischemic Stroke: A Systematic Review and Meta-Analysis. Cureus 2023; 15:e44396. [PMID: 37791142 PMCID: PMC10542215 DOI: 10.7759/cureus.44396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/30/2023] [Indexed: 10/05/2023] Open
Abstract
Stroke, a prevalent medical emergency, comprises ischemic and hemorrhagic subtypes, with acute ischemic stroke (AIS) being a predominant type. The application of computed tomography perfusion (CTP) imaging has gained prominence due to its rapidity and accessibility in stroke evaluation. This study systematically reviews and conducts a meta-analysis of existing literature to assess the diagnostic accuracy of CTP in detecting AIS and predicting hemorrhagic transformation (HT). Employing Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, an extensive search was conducted across electronic databases and relevant radiology journals. Studies conducted between 2007 and 2023 that fulfilled predetermined inclusion criteria underwent quality assessment using the Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS 2) tool. Cochrane diagnostic accuracy tools were used for data extraction. Thirteen studies involving a total of 1014 patients were included in the analysis. The diagnostic performance of CTP in predicting HT demonstrated high sensitivity (86.7%) and moderate specificity (77.8%), resulting in an overall accuracy of 79.1%. The negative predictive value (NPV) was notably high (92.9%), signifying its efficacy in excluding patients at risk of HT. The positive predictive value (PPV) was comparatively lower (60.3%), highlighting the need for clinical context when making thrombolysis decisions. The false positive rate was 16.2%, while the false negative rate was minimal (9.8%). Subgroup analysis underscored consistent sensitivity and specificity across diverse imaging metrics. The findings of this study emphasize the promising diagnostic accuracy of CTP imaging in predicting HT subsequent to AIS. This non-invasive technique can aid treatment decisions and patient management strategies. By effectively assessing perfusion status and offering predictive insights, CTP imaging improves stroke intervention choices, especially in identifying patients with a lower risk of HT.
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Affiliation(s)
- Fatima Mubarak
- Department of Radiology, Aga Khan University Hospital, Karachi, PAK
| | - Hareer Fatima
- Department of Medicine, Jinnah Sindh Medical University, Karachi, PAK
| | | | | | - Syed Raza Abbas
- Department of Medicine, Dow University of Health Sciences, Karachi, PAK
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Elsaid N, Bigliardi G, Dell’Acqua ML, Vandelli L, Ciolli L, Picchetto L, Borzì G, Ricceri R, Pentore R, Vallone S, Meletti S, Saied A. The role of automated computed topography perfusion in prediction of hemorrhagic transformation after acute ischemic stroke. Neuroradiol J 2023; 36:182-188. [PMID: 35850570 PMCID: PMC10034700 DOI: 10.1177/19714009221111084] [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: 11/15/2022] Open
Abstract
INTRODUCTION The role of computed tomography perfusion (CTP) in prediction of hemorrhagic transformation (HT) has been evolving. We aimed to study the role of automated perfusion post-processing software in prediction of HT using the commercially available RAPID software. METHODS Two hundred eighty-two patients with anterior circulation ischemic stroke, who underwent CTP with RAPID automated post-processing, were retrospectively enrolled and divided into HT (n = 91) and non-HT groups (n = 191). The automated RAPID-generated perfusion maps were reviewed. Mismatch volume and ratio, time to maximum (Tmax) > 4-10s volumes, hypoperfusion index, cerebral blood flow (CBF) < 20-38% volumes, cerebral blood volume (CBV) < 34%-42% volumes, and CBV index were recorded and analyzed. RESULTS The volumes of brain tissues suffering from reduction of cerebral blood flow (CBF < 20%-38%), reduction in cerebral blood volumes (CBV < 34-42%), and delayed contrast arrival times (Tmax > 4-10s) were significantly higher in the HT group. The mismatch volumes were also higher in the HT group (p = .001). Among these parameters, the Tmax > 6s volume was the most reliable and sensitive predictor of HT (p = .001, AUC = 0.667). However, the combination of the perfusion parameters can slightly improve the diagnostic efficiency (AUC = 0.703). There was no statistically significant difference between the non-HT group and either the parenchymal or the symptomatic subtypes. CONCLUSION The RAPID automated CTP parameters can provide a reliable predictor of HT overall but not the parenchymal or the symptomatic subtypes. The infarct area involving the penumbra and core represented by the Tmax > 6s threshold is the most sensitive predictor; however, the combination of the perfusion parameters can slightly improve the diagnostic efficiency.
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Affiliation(s)
- Nada Elsaid
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
- Department of Neurology, Mansoura University, Mansoura, Egypt
| | - Guido Bigliardi
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Maria Luisa Dell’Acqua
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Laura Vandelli
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Ludovico Ciolli
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Livio Picchetto
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Giuseppe Borzì
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Riccardo Ricceri
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Roberta Pentore
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Stefano Vallone
- Neuroradiology, Department of
Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Stefano Meletti
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
| | - Ahmed Saied
- Stroke Unit – Neurology Clinic,
Department of Neuroscience, Ospedale Civile di
Baggiovara, AOU di Modena, Modena, Italy
- Department of Neurology, Mansoura University, Mansoura, Egypt
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Predictive Value of CT Perfusion in Hemorrhagic Transformation after Acute Ischemic Stroke: A Systematic Review and Meta-Analysis. Brain Sci 2023; 13:brainsci13010156. [PMID: 36672136 PMCID: PMC9856940 DOI: 10.3390/brainsci13010156] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/02/2023] [Accepted: 01/12/2023] [Indexed: 01/18/2023] Open
Abstract
Background: Existing studies indicate that some computed tomography perfusion (CTP) parameters may predict hemorrhagic transformation (HT) after acute ischemic stroke (AIS), but there is an inconsistency in the conclusions alongside a lack of comprehensive comparison. Objective: To comprehensively evaluate the predictive value of CTP parameters in HT after AIS. Data sources: A systematical literature review of existing studies was conducted up to 1st October 2022 in six mainstream databases that included original data on the CTP parameters of HT and non-HT groups or on the diagnostic performance of relative cerebral blood flow (rCBF), relative permeability-surface area product (rPS), or relative cerebral blood volume (rCBV) in patients with AIS that completed CTP within 24 h of onset. Data Synthesis: Eighteen observational studies were included. HT and non-HT groups had statistically significant differences in CBF, CBV, PS, rCBF, rCBV, and rPS (p < 0.05 for all). The hierarchical summary receiver operating characteristic (HSROC) revealed that rCBF (area under the curve (AUC) = 0.9), rPS (AUC = 0.89), and rCBV (AUC = 0.85) had moderate diagnostic performances in predicting HT. The pooled sensitivity and specificity of rCBF were 0.85 (95% CI, 0.75−0.91) and 0.83 (95% CI, 0.63−0.94), respectively. Conclusions: rCBF, rPS, and rCBV had moderate diagnostic performances in predicting HT, and rCBF had the best pooled sensitivity and specificity.
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Lu Q, Fu J, Lv K, Han Y, Pan Y, Xu Y, Zhang J, Geng D. Agreement of three CT perfusion software packages in patients with acute ischemic stroke: A comparison with RAPID. Eur J Radiol 2022; 156:110500. [PMID: 36099834 DOI: 10.1016/j.ejrad.2022.110500] [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: 04/10/2022] [Revised: 08/07/2022] [Accepted: 08/22/2022] [Indexed: 11/26/2022]
Abstract
PURPOSE To compare ischemic core volume (ICV) and penumbra volume (PV) measured by MIStar, F-STROKE, and Syngo.via with that measured by RAPID in acute ischemic stroke (AIS), and their concordance in selecting patients for endovascular thrombectomy (EVT). METHODS Computed tomography perfusion (CTP) data were processed with four software packages. Bland-Altman analysis and intraclass correlation coefficient (ICC) were performed to evaluate their agreement in quantifying ICV and PV. Kappa test was conducted to assess consistency in the selection of EVT candidates. The correlation between predicted ICV and segmented final infarct volume (FIV) on follow-up images was investigated. RESULTS A total of 91 patients were retrospectively included. F-STROKE had the best consistency with RAPID (ICV: ICC = 0.97; PV: ICC = 0.84) and Syngo.via had the worst consistency (ICV: ICC = 0.77; PV: ICC = 0.66). F-STROKE had the narrowest limits of agreements both in ICV (-27.02, 24.40 mL) and PV (-85.59, 101.80 mL). When selecting EVT candidates, MIStar (kappa = 0.71-0.88) and F-STROKE (kappa = 0.84-0.90) had good to excellent consistency with RAPID, while Syngo.via had poor consistency (kappa = 0.20-0.41). ICV predicted by MIStar was correlated strongest with FIV (r = 0.77). CONCLUSIONS F-STROKE is most consistent with RAPID in quantitative ICV and PV. F-STROKE and MIStar exhibit similar EVT candidate selection to RAPID. Syngo.via, for its part, seems to have overestimated ICV and underestimated PV, leading to an overly restrictive selection of EVT candidates.
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Affiliation(s)
- Qingqing Lu
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai 200040, China; Department of Radiology, Ningbo First Hospital, Ningbo 315000, China
| | - Junyan Fu
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai 200040, China
| | - Kun Lv
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai 200040, China
| | - Yan Han
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai 200040, China
| | - Yuning Pan
- Department of Radiology, Ningbo First Hospital, Ningbo 315000, China
| | - Yiren Xu
- Department of Radiology, Ningbo First Hospital, Ningbo 315000, China
| | - Jun Zhang
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai 200040, China; National Center for Neurological Disorders, Shanghai 200040, China.
| | - Daoying Geng
- Department of Radiology, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai 200040, China; Center for Shanghai Intelligent Imaging for Critical Brain Diseases Engineering and Technology Reasearch, Huashan Hospital, Fudan Universtiy, Shanghai 200040, China.
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Katyal A, Bhaskar SMM. Value of pre-intervention computed tomography perfusion imaging in the assessment of tissue outcome and long-term clinical prognosis in patients with anterior circulation acute ischemic stroke receiving reperfusion therapy: a systematic review. Acta Radiol 2022; 63:1243-1254. [PMID: 34342497 DOI: 10.1177/02841851211035892] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Computed tomography perfusion (CTP) imaging has emerged as an important adjunct to the current armamentarium of acute ischemic stroke (AIS) workflow. However, its adoption in routine clinical practice is far from optimal. PURPOSE To investigate the putative association of CTP imaging biomarkers in the assessment of prognosis in acute ischemic stroke. MATERIAL AND METHODS We performed a systematic review of the literature using MEDLINE, EMBASE, and Cochrane Central Register of Clinical Trials focusing on CTP biomarkers, tissue-based and clinical-based patient outcomes. We included randomized controlled trials, prospective cohort studies, and case-controlled studies published from January 2005 to 28 August 2020. Two independent reviewers conducted the study appraisal, data extraction, and quality assessment of the studies. RESULTS A total of 60 full-text studies were included in the final systematic review analysis. Increasing infarct core volume is associated with reduced odds of achieving functional independence (modified Rankin score 0-2) at 90 days and is correlated with the final infarct volume when reperfusion is achieved. CONCLUSION CTP has value in assessing tissue perfusion status in the hyperacute stroke setting and the long-term clinical prognosis of patients with AIS receiving reperfusion therapy. However, the prognostic use of CTP requires optimization and further validation.
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Affiliation(s)
- Anubhav Katyal
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW, Australia.,University of New South Wales (UNSW), South West Sydney Clinical School, Sydney, NSW, Australia
| | - Sonu Menachem Maimonides Bhaskar
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW, Australia.,Liverpool Hospital & South West Sydney Local Health District (SWSLHD), Department of Neurology & Neurophysiology, Sydney, NSW, Australia.,NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW, Australia.,Thrombolysis and Endovascular WorkFLOw Network (TEFLON), Sydney, NSW, Australia
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Yao R, Yao L, Yuan C, Gao BL. Accuracy of Calf Circumference Measurement, SARC-F Questionnaire, and Ishii's Score for Screening Stroke-Related Sarcopenia. Front Neurol 2022; 13:880907. [PMID: 35572926 PMCID: PMC9099210 DOI: 10.3389/fneur.2022.880907] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/01/2022] [Indexed: 12/21/2022] Open
Abstract
Objective The purpose of this study was to investigate the accuracy of sarcopenia diagnosis in patients with stroke using calf circumference (CC), SARC-F questionnaire, and Ishii's score in comparison with the Asian Working Group for Sarcopenia 2019 (AWGS) sarcopenia diagnostic criteria. Materials and Methods In this cross-sectional study, a total of 364 consecutive patients with stroke were enrolled and evaluated with the CC measurement, SARC-F questionnaire, and Ishii's score. The diagnostic accuracy was analyzed. Results Based on the AWGS criteria, sarcopenia was present in 180 (49.5%) patients, with an age range of 49-74 (mean 63 ± 14.7) years. In all patients, the cutoff value of CC in the accuracy of diagnosing sarcopenia was 30.5 cm, with an AUC of 0.85, sensitivity of 81.8%, specificity of 90.1%, Kappa value of 0.72, and Youden index of 0.72. In the accuracy of diagnosing sarcopenia in all patients, Ishii's score had a cutoff value of 118, AUC of 0.78, sensitivity of 90.1%, specificity of 36.0%, Kappa value of 0.4, and Youden index of 0.55. For accuracy of diagnosing sarcopenia, the SARC-F questionnaire had a cutoff value of 5, AUC of 0.731, sensitivity of 94.7%, specificity of 40%, Kappa value of 0.34, and Youden index of 0.41. Conclusions Based on the AWGS criteria, calf circumference measurement has the optimal performance in screening stroke-related sarcopenia compared with the SARC-F questionnaire and Ishii's score. In patients with stroke, the cutoff value of calf circumference for sarcopenia is < 31 cm in men and 30 cm in women, and with an AUC of 0.85.
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Affiliation(s)
- Ruihong Yao
- Medical Imaging Department, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Liqing Yao
- Rehabilitation Medicine Department, Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Changli Yuan
- Rehabilitation Medicine Department, Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Bu-Lang Gao
- Medical Imaging Department, First Affiliated Hospital of Kunming Medical University, Kunming, China
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11
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Elsaid N, Mustafa W, Saied A. Radiological predictors of hemorrhagic transformation after acute ischemic stroke: An evidence-based analysis. Neuroradiol J 2020; 33:118-133. [PMID: 31971093 PMCID: PMC7140299 DOI: 10.1177/1971400919900275] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Hemorrhagic transformation (HT) is one of the most common adverse events related to acute ischemic stroke (AIS) that affects the treatment plan and clinical outcome. Identification of a sensitive radiological marker may influence the controversial thrombolytic decision in the setting of AIS and may at a minimum indicate more intensive monitoring or further prophylactic interventions. In this article we summarize possible radiological biomarkers and the role of different radiological modalities including computed tomography (CT), magnetic resonance imaging, angiography, and ultrasound in predicting HT. Different radiological indices of early ischemic changes, large ischemic lesion volume, severe blood flow restriction, blood-brain barrier disruption, poor collaterals and high blood flow velocities have been reported to be associated with higher risk of HT. The current levels of evidence of the available studies highlight the role of the different CT perfusion parameters in predicting HT. Further large standardized studies are recommended to compare the sensitivity and specificity of the different radiological markers combined and delineate the most reliable predictor.
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Affiliation(s)
- Nada Elsaid
- Department of Neurology, University of Mansoura
Faculty of Medicine, Egypt
| | - Wessam Mustafa
- Department of Neurology, University of Mansoura
Faculty of Medicine, Egypt
| | - Ahmed Saied
- Department of Neurology, University of Mansoura
Faculty of Medicine, Egypt
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12
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Li X, Liu H, Zeng W, Liu X, Wen Y, Xiong Q, Yang R. The Value of Whole-Brain Perfusion Parameters Combined with Multiphase Computed Tomography Angiography in Predicting Hemorrhagic Transformation in Ischemic Stroke. J Stroke Cerebrovasc Dis 2020; 29:104690. [PMID: 32067854 DOI: 10.1016/j.jstrokecerebrovasdis.2020.104690] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 01/18/2020] [Accepted: 01/22/2020] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE To explore the value of whole-brain perfusion parameters combined with multiphase computed tomography angiography (MP-CTA) in predicting the hemorrhagic transformation (HT) of ischemic stroke. METHODS A total of 64 patients with ischemic stroke who underwent noncontrast computed tomography, computed tomography perfusion imaging, and computed tomography angiography before treatment from August 2017 to June 2019 were included retrospectively. The perfusion parameters cerebral blood volume (CBV), cerebral blood flow (CBF), time to peak (TTP), mean transit time (MTT), time to maximum (Tmax), and permeability surface (PS) were measured by postprocessing software (Advantage Workstation 4.7 (Revolution, GE Healthcare, USA)), and their ratios between the healthy and affect side relative CBV, relative CBF, relative time to peak (rTTP), relative mean transit time (rMTT), relative Tmax, and relative permeability surface (rPS) were calculated. The differences in perfusion parameters between the HT group and the non-HT group were evaluated. The collateral circulation scores and HT rates were assessed by MP-CTA. Receiver operating characteristic curves were drawn to analyze the diagnostic efficiency of valuable parameters and their correlations with HT. The rate of HT in different treatments were compared. RESULTS The CBV values in the HT group were lower than those in the non-HT group (P < .05), while the TTP, MTT, Tmax, PS, rTTP, rMTT, and rPS values in the HT group were higher than those in the non-HT group (P < .05). PS (r = .63, area under curve = .881) and rPS (r = .52, area under curve = .814) were significantly correlated with HT. The combination of perfusion parameters and the MP-CTA scores can improve the diagnostic efficiency (area under curve = .891). The HT rate in the group with poor collateral (64.29%) was higher than that in the group with good collateral (11.11%). CONCLUSIONS Whole-brain perfusion parameters and MP-CTA scores have important application value in assessing the HT risk of ischemic stroke patients before treatment.
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Affiliation(s)
- Xiang Li
- Chongqing Three Gorges Central Hospital, Chongqing, China
| | | | - Wenbing Zeng
- Chongqing Three Gorges Central Hospital, Chongqing, China.
| | - Xinghua Liu
- Chongqing Three Gorges Central Hospital, Chongqing, China
| | - Yun Wen
- Chongqing Three Gorges Central Hospital, Chongqing, China
| | - Qiuxia Xiong
- Chongqing Three Gorges Central Hospital, Chongqing, China
| | - Ran Yang
- Chongqing Three Gorges Central Hospital, Chongqing, China
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13
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Adebayo OD, Culpan G. Diagnostic accuracy of computed tomography perfusion in the prediction of haemorrhagic transformation and patient outcome in acute ischaemic stroke: A systematic review and meta-analysis. Eur Stroke J 2019; 5:4-16. [PMID: 32232165 DOI: 10.1177/2396987319883461] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Accepted: 09/23/2019] [Indexed: 01/23/2023] Open
Abstract
Purpose The aim of this systematic review and meta-analysis is to determine the diagnostic accuracy of computed tomography brain perfusion in the prediction of haemorrhagic transformation and patient outcome in acute ischaemic stroke. Method Electronic databases and grey literature published over the last 10 years related to healthcare and radiology were searched using the key terms: 'computed tomography perfusion', 'haemorrhagic transformation', 'acute ischaemic stroke', 'functional outcome' and their synonyms using both UK and American spellings. Inclusion criteria were: sample size at least 30 patients, original research, evaluate ability of computed tomography perfusion to predict haemorrhagic transformation, reports diagnostic accuracy or provide relevant data for a 2 × 2 contingency table, use follow-up non-contrast computed tomography (NCCT) or magnetic resonance imaging as reference standard. Findings Twelve studies were included in the review; studies cover a total of 808 patients. Haemorrhagic transformation occurred in 30.2% of patients. Pooled sensitivity and specificity were 85.9% (95% CI; 65-97%), 73.9% (95% CI; 45-92%) and accuracy of 79.1% (95% CI; 57-98%). Pooled NPV was 92.9% with a high false positive rate (19.8%), which could be explained in terms of outcome classification, acquisition artefact and computed tomography perfusion processing algorithms. Discussion This review evaluated the importance of using pre-defined threshold measurement for optimal prediction of HT, the relevance of patient pre-treatment clinical parameters to HT occurrence, the CTP parameters and the measurements that are independent predictors of HT, the significance of rtPA rather as an exacerbator of HT and the impact of both minor and major HT/PH on patient 20 functional outcome. Conclusion Computed tomography perfusion has a high sensitivity and moderately high specificity for prediction of haemorrhagic transformation in acute ischaemic stroke. Pre-treatment clinical decision making requires consideration of clinical factors in addition to imaging findings. This systematic review and meta-analysis highlights that pre-treatment computed tomography perfusion adds to clinical confidence by predicting potential for haemorrhage, both in thrombolysed and un-thrombolysed patients, and also influences decisions about alternative treatments for acute ischaemic stroke patients.
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Affiliation(s)
- Olushola D Adebayo
- Mercy University Hospital Cork, Cork, Republic of Ireland
- Faculty of Health Sciences, University of Bradford, Bradford, UK
| | - Gary Culpan
- Faculty of Health Sciences, University of Bradford, Bradford, UK
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14
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Raychev R, Saver JL, Jahan R, Nogueira RG, Goyal M, Pereira VM, Gralla J, Levy EI, Yavagal DR, Cognard C, Liebeskind DS. The impact of general anesthesia, baseline ASPECTS, time to treatment, and IV tPA on intracranial hemorrhage after neurothrombectomy: pooled analysis of the SWIFT PRIME, SWIFT, and STAR trials. J Neurointerv Surg 2019; 12:2-6. [PMID: 31239326 DOI: 10.1136/neurintsurg-2019-014898] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 05/08/2019] [Accepted: 05/12/2019] [Indexed: 01/16/2023]
Abstract
BACKGROUND Despite the proven benefit of neurothrombectomy, intracranial hemorrhage (ICH) remains the most serious procedural complication. The aim of this analysis was to identify predictors of different hemorrhage subtypes and evaluate their individual impact on clinical outcome. METHODS Pooled individual patient-level data from three large prospective multicenter studies were analyzed for the incidence of different ICH subtypes, including any ICH, hemorrhagic transformation (HT), parenchymal hematoma (PH), subarachnoid hemorrhage (SAH), and symptomatic intracranial hemorrhage (sICH). All patients (n=389) treated with the Solitaire device were included in the analysis. A multivariate stepwise logistic regression model was used to identify predictors of each hemorrhage subtype. RESULTS General anesthesia and higher baseline Alberta Stroke Program Early CT score (ASPECTS) were associated with a lower probability of any ICH (OR 0.36, p=0.003), (OR 0.80, p=0.032) and HT (OR 0.54, p=0.023), (OR 0.78, p=0.001), respectively. Longer time from onset to treatment was associated with a higher likelihood of HT (OR 1.08, p=0.001) and PH (OR 1.11, p=0.015). Intravenous tissue plasminogen activator (IV-tPA) was also a strong predictor of PH (OR 7.63, p=0.013). Functional independence at 90 days (modified Rankin Scale (mRS) 0-2) was observed significantly less frequently in all hemorrhage subtypes except SAH. None of the patients who achieved functional independence at 90 days had sICH. CONCLUSIONS General anesthesia and smaller baseline ischemic core are associated with a lower probability of HT whereas IV-tPA and prolonged time to treatment increase the risk of PH after neurothrombectomy. TRIAL REGISTRATION NUMBERS SWIFT-NCT01054560; post results, SWIFT PRIME-NCT01657461; post results, STAR-NCT01327989; post results.
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Affiliation(s)
- Radoslav Raychev
- Department of Neurology and Comprehensive Stroke Center, University of California Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
| | - Jeffrey L Saver
- Division of Interventional Neuroradiology, University of California Los Angeles Medical Center, Los Angeles, California, USA
| | - Reza Jahan
- Grady Memorial Hospital Marcus Stroke & Neuroscience Center, Atlanta, Georgia, USA
| | - Raul G Nogueira
- Department of Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Mayank Goyal
- Departments of Radiology and Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Vitor M Pereira
- Division of Neuroradiology, Medical Imaging, University Health Network - Toronto Western Hospital, Toronto, Ontario, Canada
| | - Jan Gralla
- University Institute of Diagnostic and Interventional Neuroradiology, University Hospital Bern, Inselspital, University of Bern, Switzerland
| | - Elad I Levy
- Department of Neurosurgery, State University of New York, Buffalo, New York, USA
| | - Dileep R Yavagal
- University of Miami and Jackson Memorial Hospitals, Miami, Florida, USA
| | - Christophe Cognard
- Department of Diagnostic and Therapeutic Neuroradiology, University Hospital of Toulouse, Toulouse, France
| | - David S Liebeskind
- Department of Neurology, University of California Los Angeles, Neurovascular Imaging Research Core, Los Angeles, California, USA
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15
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Suh CH, Jung SC, Cho SJ, Kim D, Lee JB, Woo DC, Oh WY, Lee JG, Kim KW. Perfusion CT for prediction of hemorrhagic transformation in acute ischemic stroke: a systematic review and meta-analysis. Eur Radiol 2019; 29:4077-4087. [PMID: 30617485 DOI: 10.1007/s00330-018-5936-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 11/13/2018] [Accepted: 11/29/2018] [Indexed: 01/01/2023]
Abstract
OBJECTIVE To investigate the diagnostic performance of perfusion CT for prediction of hemorrhagic transformation in acute ischemic stroke. METHODS A computerized literature search of Ovid MEDLINE and EMBASE was conducted up to October 29, 2018. Search terms included acute ischemic stroke, hemorrhagic transformation, and perfusion CT. Studies assessing the diagnostic performance of perfusion CT for prediction of hemorrhagic transformation in acute ischemic stroke were included. Two reviewers independently evaluated the eligibility of the studies. A bivariate random effects model was used to calculate the pooled sensitivity and pooled specificity. Multiple subgroup analyses were performed. RESULTS Fifteen original articles with a total of 1134 patients were included. High blood-brain barrier permeability and hypoperfusion status derived from perfusion CT are associated with hemorrhagic transformation. The pooled sensitivity and specificity were 84% (95% CI, 71-91%) and 74% (95% CI, 67-81%), respectively. The area under the hierarchical summary receiver operating characteristic curve was 0.84 (95% CI, 0.81-0.87). The Higgins I2 statistic demonstrated that heterogeneity was present in the sensitivity (I2 = 80.21%) and specificity (I2 = 85.94%). CONCLUSION Although various perfusion CT parameters have been used across studies, the current evidence supports the use of perfusion CT to predict hemorrhagic transformation in acute ischemic stroke. KEY POINTS • High blood-brain barrier permeability and hypoperfusion status derived from perfusion CT were associated with hemorrhagic transformation. • Perfusion CT has moderate diagnostic performance for the prediction of hemorrhagic transformation in acute ischemic stroke. • The pooled sensitivity was 84%, and the pooled specificity was 74%.
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Affiliation(s)
- Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Seung Chai Jung
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea.
| | - Se Jin Cho
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Donghyun Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Jung Bin Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Dong-Cheol Woo
- Bioimaging Center, Biomedical Research Center, Asan Institute for Life Sciences, Asan Medical Center, 86 Asanbyeongwon-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Woo Yong Oh
- Clinical Research Division, National Institute of Food and Drug Safety Evaluation, MFDS, Cheongju, Republic of Korea
| | - Jong Gu Lee
- Clinical Research Division, National Institute of Food and Drug Safety Evaluation, MFDS, Cheongju, Republic of Korea
| | - Kyung Won Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea.,Asan Image Metrics, Clinical Trial Center, Asan Institute for Life Sciences, Asan Medical Center, 86 Asanbyeongwon-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
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16
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Kalinin MN, Khasanova DR, Ibatullin MM. A comprehensive assessment of brain perfusion data in patients with acute ischemic stroke for prediction of hemorrhagic transformation. Zh Nevrol Psikhiatr Im S S Korsakova 2019; 119:24-36. [DOI: 10.17116/jnevro201911903224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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17
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Automated CT Perfusion Imaging Versus Non-contrast CT for Ischemic Core Assessment in Large Vessel Occlusion. Clin Neuroradiol 2018; 30:109-114. [DOI: 10.1007/s00062-018-0745-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 11/07/2018] [Indexed: 10/27/2022]
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18
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Wu B, Liu N, Wintermark M, Parsons MW, Chen H, Lin L, Zhou S, Hu G, Zhang Y, Hu J, Li Y, Su Z, Wu X, Zhu G. Optimal Delay Time of CT Perfusion for Predicting Cerebral Parenchymal Hematoma After Intra-Arterial tPA Treatment. Front Neurol 2018; 9:680. [PMID: 30186221 PMCID: PMC6110878 DOI: 10.3389/fneur.2018.00680] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 07/27/2018] [Indexed: 11/20/2022] Open
Abstract
Background and Purpose: Cerebral hemorrhage is a serious potential complication of stroke revascularization, especially in patients receiving intra-arterial tissue-type plasminogen activator (tPA) therapy. We investigated the optimal pre-intervention delay time (DT) of computed tomography perfusion (CTP) measurement to predict cerebral parenchymal hematoma (PH) in acute ischemic stroke (AIS) patients after intra-arterial tissue plasminogen activator (tPA) treatment. Methods: The study population consisted of a series of patients with AIS who received intra-arterial tPA treatment and had CTP and follow-up computed tomography/magnetic resonance imaging (CT/MRI) to identify hemorrhagic transformation. The association of increasing DT thresholds (>2, >4, >6, >8, and >10 s) with PH was examined using receiver operating characteristic (ROC) analysis and logistic regression. Results: Of 94 patients, 23 developed PH on follow-up imaging. Receiver operating characteristic analysis revealed that the greatest area under the curve for predicting PH occurred at DT > 4 s (area under the curve, 0.66). At this threshold of > 4 s, DT lesion volume ≥ 30.85 mL optimally predicted PH with 70% sensitivity and 59% specificity. DT > 4 s volume was independently predictive of PH in a multivariate logistic regression model (P < 0.05). Conclusions: DT > 4 s was the parameter most strongly associated with PH. The volume of moderate, not severe, hypo-perfusion on DT is more strongly associated and may allow better prediction of PH after intra-arterial tPA thrombolysis.
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Affiliation(s)
- Bing Wu
- Department of Radiology, PLA Army General Hospital, Beijing, China
| | - Nan Liu
- Department of Neurology, PLA Army General Hospital, Beijing, China
| | - Max Wintermark
- Neuroradiology Section, Department of Radiology, Stanford University, Stanford, CA, United States
| | - Mark W Parsons
- School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia.,Department of Neurology, John Hunter Hospital, University of Newcastle, Newcastle, NSW, Australia
| | - Hui Chen
- Department of Neurology, PLA Army General Hospital, Beijing, China
| | - Longting Lin
- School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
| | - Shuai Zhou
- Department of Radiology, PLA Army General Hospital, Beijing, China.,Inner Mongolia Medical University Hohhot, China
| | - Gang Hu
- Department of Radiology, PLA Army General Hospital, Beijing, China
| | - Yongwei Zhang
- Department of Neurology, Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Jun Hu
- Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Ying Li
- Department of Neurology, PLA Army General Hospital, Beijing, China
| | | | - Xinhuai Wu
- Department of Radiology, PLA Army General Hospital, Beijing, China.,Inner Mongolia Medical University Hohhot, China
| | - Guangming Zhu
- Neuroradiology Section, Department of Radiology, Stanford University, Stanford, CA, United States
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19
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Chen H, Zhu G, Liu N, Li Y, Xia Y. Applications and development of permeability imaging in ischemic stroke. Exp Ther Med 2018; 16:2203-2207. [PMID: 30186459 DOI: 10.3892/etm.2018.6454] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 01/06/2017] [Indexed: 12/17/2022] Open
Abstract
Brain permeability imaging techniques are specific for the assessment of blood-brain barrier integrity. The present review article primarily focuses on the application of permeability imaging in cases of ischemic stroke. The permeability maps may be used to predict future hemorrhagic transformation in patients following acute ischemic stroke, that have been treated with tissue plasminogen activator (tPA) or recanalization therapy. The permeability imaging would help make the clinical decision to administer tPA following acute ischemic stroke or not, which is not only due to the current 3-4.5 h time window. Additionally, permeability imaging may also be used to evaluate the collateral circulation in the perfusion and permeability of the ischemic area of the brain.
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Affiliation(s)
- Hui Chen
- Department of Neurology, Military General Hospital of Beijing PLA, Beijing 100700, P.R. China
| | - Guangming Zhu
- Department of Neurology, Military General Hospital of Beijing PLA, Beijing 100700, P.R. China
| | - Nan Liu
- Department of Neurology, Military General Hospital of Beijing PLA, Beijing 100700, P.R. China
| | - Ying Li
- Department of Neurology, Military General Hospital of Beijing PLA, Beijing 100700, P.R. China
| | - Yonghong Xia
- Department of Critical Care Medicine, Yantai Yuhuangding Hospital, Yantai, Shandong 264000, P.R. China
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20
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Horsch AD, Bennink E, van Seeters T, Kappelle LJ, van der Graaf Y, Mali WPTM, de Jong HWAM, Velthuis BK, Dankbaar JW. Computed Tomography Perfusion Derived Blood-Brain Barrier Permeability Does Not Yet Improve Prediction of Hemorrhagic Transformation. Cerebrovasc Dis 2018; 45:26-32. [PMID: 29402765 DOI: 10.1159/000485043] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Accepted: 11/03/2017] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Hemorrhagic transformation (HT) in acute ischemic stroke can occur as a result of reperfusion treatment. While withholding treatment may be warranted in patients with increased risk of HT, prediction of HT remains difficult. Nonlinear regression analysis can be used to estimate blood-brain barrier permeability (BBBP). The aim of this study was to identify a combination of clinical and imaging variables, including BBBP estimations, that can predict HT. MATERIALS AND METHODS From the Dutch acute stroke study, 545 patients treated with intravenous recombinant tissue plasminogen activator and/or intra-arterial treatment were selected, with available admission extended computed tomography (CT) perfusion and follow-up imaging. Patient admission treatment characteristics and CT imaging parameters regarding occlusion site, stroke severity, and BBBP were recorded. HT was assessed on day 3 follow-up imaging. The association between potential predictors and HT was analyzed using univariate and multivariate logistic regression. To compare the added value of BBBP, areas under the curve (AUCs) were created from 2 models, with and without BBBP. RESULTS HT occurred in 57 patients (10%). In univariate analysis, older age (OR 1.03, 95% CI 1.006-1.05), higher admission National Institutes of Health Stroke Scale (NIHSS; OR 1.13, 95% CI 1.08-1.18), higher clot burden (OR 1.28, 95% CI 1.16-1.41), poor collateral score (OR 3.49, 95% CI 1.85-6.58), larger Alberta Stroke Program Early CT Score cerebral blood volume deficit size (OR 1.26, 95% CI 1.14-1.38), and increased BBBP (OR 2.22, 95% CI 1.46-3.37) were associated with HT. In multivariate analysis with age and admission NIHSS, the addition of BBBP did not improve the AUC compared to both independent predictors alone (AUC 0.77, 95% CI 0.71-0.83). CONCLUSION BBBP predicts HT but does not improve prediction with age and admission NIHSS.
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Affiliation(s)
- Alexander D Horsch
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Edwin Bennink
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - L Jaap Kappelle
- Department of Neurology, Utrecht Stroke Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | - Willem P T M Mali
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Hugo W A M de Jong
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Birgitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
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21
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High-permeability region size on perfusion CT predicts hemorrhagic transformation after intravenous thrombolysis in stroke. PLoS One 2017; 12:e0188238. [PMID: 29182658 PMCID: PMC5705117 DOI: 10.1371/journal.pone.0188238] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 11/05/2017] [Indexed: 01/20/2023] Open
Abstract
OBJECTIVE Blood-brain barrier (BBB) permeability has been proposed as a predictor of hemorrhagic transformation (HT) after tissue plasminogen activator (tPA) administration; however, the reliability of perfusion computed tomography (PCT) permeability imaging for predicting HT is uncertain. We aimed to determine the performance of high-permeability region size on PCT (HPrs-PCT) in predicting HT after intravenous tPA administration in patients with acute stroke. METHODS We performed a multimodal CT protocol (non-contrast CT, PCT, CT angiography) to prospectively study patients with middle cerebral artery occlusion treated with tPA within 4.5 hours of symptom onset. HT was graded at 24 hours using the European-Australasian Acute Stroke Study II criteria. ROC curves selected optimal volume threshold, and multivariate logistic regression analysis identified predictors of HT. RESULTS The study included 156 patients (50% male, median age 75.5 years). Thirty-seven (23,7%) developed HT [12 (7,7%), parenchymal hematoma type 2 (PH-2)]. At admission, patients with HT had lower platelet values, higher NIHSS scores, increased ischemic lesion volumes, larger HPrs-PCT, and poorer collateral status. The negative predictive value of HPrs-PCT at a threshold of 7mL/100g/min was 0.84 for HT and 0.93 for PH-2. The multiple regression analysis selected HPrs-PCT at 7mL/100g/min combined with platelets and baseline NIHSS score as the best model for predicting HT (AUC 0.77). HPrs-PCT at 7mL/100g/min was the only independent predictor of PH-2 (OR 1, AUC 0.68, p = 0.045). CONCLUSIONS HPrs-PCT can help predict HT after tPA, and is particularly useful in identifying patients at low risk of developing HT.
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Renú A, Laredo C, Tudela R, Urra X, Lopez-Rueda A, Llull L, Oleaga L, Amaro S, Chamorro Á. Brain hemorrhage after endovascular reperfusion therapy of ischemic stroke: a threshold-finding whole-brain perfusion CT study. J Cereb Blood Flow Metab 2017; 37:153-165. [PMID: 26661254 PMCID: PMC5363740 DOI: 10.1177/0271678x15621704] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Revised: 07/13/2015] [Accepted: 07/14/2015] [Indexed: 11/17/2022]
Abstract
Endovascular reperfusion therapy is increasingly used for acute ischemic stroke treatment. The occurrence of parenchymal hemorrhage is clinically relevant and increases with reperfusion therapies. Herein we aimed to examine the optimal perfusion CT-derived parameters and the impact of the duration of brain ischemia for the prediction of parenchymal hemorrhage after endovascular therapy. A cohort of 146 consecutive patients with anterior circulation occlusions and treated with endovascular reperfusion therapy was analyzed. Recanalization was assessed at the end of reperfusion treatment, and the rate of parenchymal hemorrhage at follow-up neuroimaging. In regression analyses, cerebral blood volume and cerebral blood flow performed better than Delay Time maps for the prediction of parenchymal hemorrhage. The most informative thresholds (receiver operating curves) for relative cerebral blood volume and relative cerebral blood flow were values lower than 2.5% of normal brain. In binary regression analyses, the volume of regions with reduced relative cerebral blood volume and/or relative cerebral blood flow was significantly associated with an increased risk of parenchymal hemorrhage, as well as delayed vessel recanalization. These results highlight the relevance of the severity and duration of ischemia as drivers of blood-brain barrier disruption in acute ischemic stroke and support the role of perfusion CT for the prediction of parenchymal hemorrhage.
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Affiliation(s)
- Arturo Renú
- Comprehensive Stroke Center, Department of Neuroscience, Hospital Clinic, University of Barcelona and August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Carlos Laredo
- Comprehensive Stroke Center, Department of Neuroscience, Hospital Clinic, University of Barcelona and August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Raúl Tudela
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Group of Biomedical Imaging of the University of Barcelona, Barcelona, Spain
| | - Xabier Urra
- Comprehensive Stroke Center, Department of Neuroscience, Hospital Clinic, University of Barcelona and August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | | | - Laura Llull
- Comprehensive Stroke Center, Department of Neuroscience, Hospital Clinic, University of Barcelona and August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Laura Oleaga
- Radiology Department, Hospital Clinic, Barcelona, Spain
| | - Sergio Amaro
- Comprehensive Stroke Center, Department of Neuroscience, Hospital Clinic, University of Barcelona and August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Ángel Chamorro
- Comprehensive Stroke Center, Department of Neuroscience, Hospital Clinic, University of Barcelona and August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
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Ryu WHA, Avery MB, Dharampal N, Allen IE, Hetts SW. Utility of perfusion imaging in acute stroke treatment: a systematic review and meta-analysis. J Neurointerv Surg 2016; 9:1012-1016. [PMID: 28899932 DOI: 10.1136/neurintsurg-2016-012751] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 10/20/2016] [Accepted: 10/24/2016] [Indexed: 01/19/2023]
Abstract
BACKGROUND Variability in imaging protocols and techniques has resulted in a lack of consensus regarding the incorporation of perfusion imaging into stroke triage and treatment. The objective of our study was to evaluate the available scientific evidence regarding the utility of perfusion imaging in determining treatment eligibility in patients with acute stroke and in predicting their clinical outcome. METHODS We performed a systematic review of the literature using PubMed, Web of Science, and Cochrane Library focusing on themes of medical imaging, stroke, treatment, and outcome (CRD42016037817). We included randomized controlled trials, cohort studies, and case-controlled studies published from 2011 to 2016. Two independent reviewers conducted the study appraisal, data abstraction, and quality assessments of the studies. RESULTS Our literature search yielded 13 studies that met our inclusion criteria. In total, 994 patients were treated with the aid of perfusion imaging compared with 1819 patients treated with standard care. In the intervention group 51.1% of patients had a favorable outcome at 3 months compared with 45.6% of patients in the control group (p=0.06). Subgroup analysis of studies that used multimodal therapy (IV tissue plasminogen activator, endovascular thrombectomy) showed a significant benefit of perfusion imaging (OR 1.89, 95% CI 1.43 to 2.51, p<0.01). CONCLUSIONS Perfusion imaging may represent a complementary tool to standard radiographic assessment in enhancing patient selection for reperfusion therapy, with a subset of patients having up to 1.9 times the odds of achieving independent functional status at 3 months. This is particularly important as patients selected based on perfusion status often included individuals who did not meet the current treatment eligibility criteria.
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Affiliation(s)
- Won Hyung A Ryu
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Michael B Avery
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Navjit Dharampal
- Department of Surgery, University of Calgary, Calgary, Alberta, Canada
| | - Isabel E Allen
- Department of Epidemiology and Biostatistics, University of California San Francisco (UCSF), San Francisco, California, USA
| | - Steven W Hetts
- Department of Radiology and Biomedical Imaging, UCSF, San Francisco, California, USA
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Yen P, Cobb A, Shankar JJS. Does computed tomography permeability predict hemorrhagic transformation after ischemic stroke? World J Radiol 2016; 8:594-599. [PMID: 27358687 PMCID: PMC4919759 DOI: 10.4329/wjr.v8.i6.594] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2015] [Revised: 02/13/2016] [Accepted: 03/23/2016] [Indexed: 02/06/2023] Open
Abstract
AIM: To use perfusion-derived permeability-surface area product maps to predict hemorrhagic transformation following thrombolytic treatment for acute ischemic stroke.
METHODS: We retrospectively analyzed our prospectively kept acute stroke database over five consecutive months for patients with symptoms of acute ischemic stroke (AIS) who had computed tomography (CT) perfusion (CTP) done at arrival. Patients included in the analyses also had to have a follow-up CT. The permeability-surface area product maps (PS) was calculated for the side of the ischemia and/or infarction and for the contralateral unaffected side at the same level. The cerebral blood flow map was used to delineate the ischemic territory. Next, a region of interest was drawn at the centre of this territory on the PS parametric map. Finally, a mirror region of interest was created on the contralateral side at the same level. The relative permeability-surface area product maps (rPS) provided an internal control and was calculated as the ratio of the PS on the side of the AIS to the PS on the contralateral side. A student t-test was performed after log conversion of rPS between patients with and without hemorrhagic transformation. Log conversion was used to convert the data into normal distribution to use t-test. For the group of patients who experienced intracranial bleed, a student t-test was performed between those with only petechial hemorrhage and those with more severe parenchymal hematoma with subarachnoid haemorrhage.
RESULTS: Of 84 patients with AIS and CTP at admission, only 42 patients had a follow-up CT. The rPS derived using the normal side as the internal control was significantly higher (P = 0.003) for the 15 cases of hemorrhagic transformation (1.71 + 1.64) compared to 27 cases that did not have any (1.07 + 1.30). Patients with values above the overall mean rPS of 1.3 had an increased likelihood of subsequent hemorrhagic transformation. The sensitivity of using this score to predict hemorrhagic transformation was 71.4, the specificity was 78.6, with a positive predictive value of 62.5 and negative predictive value of 84.6. The accuracy was 76.2. The odds ratio of an event occurring with such an rPS was 9.2. Of the 15 cases of hemorrhagic transformation, there was no difference (P = 0.35) in the rPS between the eight cases of petechial and the seven cases of more severe hemorrhagic events.
CONCLUSION: Pretreatment PS can predict the occurrence of hemorrhagic transformation on follow-up of AIS patients with relatively high sensitivity, specificity, positive and negative predictive value.
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Hentschel KA, Daou B, Chalouhi N, Starke RM, Clark S, Gandhe A, Jabbour P, Rosenwasser R, Tjoumakaris S. Comparison of non-stent retriever and stent retriever mechanical thrombectomy devices for the endovascular treatment of acute ischemic stroke. J Neurosurg 2016; 126:1123-1130. [PMID: 27128585 DOI: 10.3171/2016.2.jns152086] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Mechanical thrombectomy is standard of care for the treatment of acute ischemic stroke. However, limited data are available from assessment of outcomes of FDA-approved devices. The objective of this study is to compare clinical outcomes, efficacy, and safety of non-stent retriever and stent retriever thrombectomy devices. METHODS Between January 2008 and June 2014, 166 patients treated at Jefferson Hospital for Neuroscience for acute ischemic stroke with mechanical thrombectomy using Merci, Penumbra, Solitaire, or Trevo devices were retrospectively reviewed. Primary outcomes included 90-day modified Rankin Scale (mRS) score, recanalization rate (thrombolysis in cerebral infarction [TICI score]), and incidence of symptomatic intracranial hemorrhages (ICHs). Univariate analysis and multivariate logistic regression determined predictors of mRS Score 3-6, mortality, and TICI Score 3. RESULTS A total of 99 patients were treated with non-stent retriever devices (Merci and Penumbra) and 67 with stent retrievers (Solitaire and Trevo). Stent retrievers yielded lower 90-day NIH Stroke Scale scores and higher rates of 90-day mRS scores ≤ 2 (22.54% [non-stent retriever] vs 61.67% [stent retriever]; p < 0.001), TICI Score 2b-3 recanalization rates (79.80% [non-stent retriever] vs 97.01% [stent retriever]; p < 0.001), percentage of parenchyma salvaged, and discharge rates to home/rehabilitation. The overall incidence of ICH was also significantly lower (40.40% [non-stent retriever] vs 13.43% [stent retriever]; p = 0.002), with a trend toward lower 90-day mortality. Use of non-stent retriever devices was an independent predictor of mRS Scores 3-6 (p = 0.002), while use of stent retrievers was an independent predictor of TICI Score 3 (p < 0.001). CONCLUSIONS Stent retriever mechanical thrombectomy devices achieve higher recanalization rates than non-stent retriever devices in acute ischemic stroke with improved clinical and radiographic outcomes and safety.
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Affiliation(s)
| | | | | | - Robert M Starke
- Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia
| | | | - Ashish Gandhe
- Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania; and
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Cerebral Blood Volume ASPECTS Is the Best Predictor of Clinical Outcome in Acute Ischemic Stroke: A Retrospective, Combined Semi-Quantitative and Quantitative Assessment. PLoS One 2016; 11:e0147910. [PMID: 26824672 PMCID: PMC4732987 DOI: 10.1371/journal.pone.0147910] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 01/10/2016] [Indexed: 12/27/2022] Open
Abstract
Introduction The capability of CT perfusion (CTP) Alberta Stroke Program Early CT Score (ASPECTS) to predict outcome and identify ischemia severity in acute ischemic stroke (AIS) patients is still questioned. Methods 62 patients with AIS were imaged within 8 hours of symptom onset by non-contrast CT, CT angiography and CTP scans at admission and 24 hours. CTP ASPECTS was calculated on the affected hemisphere using cerebral blood flow (CBF), cerebral blood volume (CBV) and mean transit time (MTT) maps by subtracting 1 point for any abnormalities visually detected or measured within multiple cortical circular regions of interest according to previously established thresholds. MTT-CBV ASPECTS was considered as CTP ASPECTS mismatch. Hemorrhagic transformation (HT), recanalization status and reperfusion grade at 24 hours, final infarct volume at 7 days and modified Rankin scale (mRS) at 3 months after onset were recorded. Results Semi-quantitative and quantitative CTP ASPECTS were highly correlated (p<0.00001). CBF, CBV and MTT ASPECTS were higher in patients with no HT and mRS≤2 and inversely associated with final infarct volume and mRS (p values: from p<0.05 to p<0.00001). CTP ASPECTS mismatch was slightly associated with radiological and clinical outcomes (p values: from p<0.05 to p<0.02) only if evaluated quantitatively. A CBV ASPECTS of 9 was the optimal semi-quantitative value for predicting outcome. Conclusions Our findings suggest that visual inspection of CTP ASPECTS recognizes infarct and ischemic absolute values. Semi-quantitative CBV ASPECTS, but not CTP ASPECTS mismatch, represents a strong prognostic indicator, implying that core extent is the main determinant of outcome, irrespective of penumbra size.
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Kase CS, Shoamanesh A, Greenberg SM, Caplan LR. Intracerebral Hemorrhage. Stroke 2016. [DOI: 10.1016/b978-0-323-29544-4.00028-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/08/2022]
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Acute ischemic stroke imaging: a practical approach for diagnosis and triage. Int J Cardiovasc Imaging 2015; 32:19-33. [DOI: 10.1007/s10554-015-0757-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Accepted: 08/26/2015] [Indexed: 11/30/2022]
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Ibatullin MM, Kalinin MN, Curado AT, Khasanova DR. [Neurovisualisation predictors of malignant cerebral infarction and hemorrhagic transformation]. Zh Nevrol Psikhiatr Im S S Korsakova 2015; 115:3-11. [PMID: 26120991 DOI: 10.17116/jnevro2015115323-11] [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
Neuroimaging 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 malignant middle cerebral artery infarction and hemorrhagic transformation in light of the aforementioned four Ps.
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Affiliation(s)
| | | | - A T Curado
- Interregional Clinical Diagnostic Center, Kazan
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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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Ozkul-Wermester O, Guegan-Massardier E, Triquenot A, Borden A, Perot G, Gérardin E. Increased blood-brain barrier permeability on perfusion computed tomography predicts hemorrhagic transformation in acute ischemic stroke. Eur Neurol 2014; 72:45-53. [PMID: 24853726 DOI: 10.1159/000358297] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2013] [Accepted: 12/30/2013] [Indexed: 11/19/2022]
Abstract
BACKGROUND/PURPOSE Perfusion computed tomography (CT) is capable of measuring the permeability surface product (PS). PS reflects the permeability of the blood-brain barrier, involved in the pathophysiology of hemorrhagic transformation (HT) of ischemic stroke. The aim of our study was to determine if an increased PS can predict HT. METHODS A total of 86 patients with ischemic stroke were included. They underwent multimodality CT, including the measurement of PS. We compared the clinical and radiological characteristics of patients who developed HT to those who did not, using univariate analysis. Multivariate regression analyses were then used to determine HT predictors. RESULTS HT was observed in 27 patients (31%). Infarct PS was significantly associated with HT (p = 0.047), as were atrial fibrillation (p = 0.03), admission National Institute of Health Stroke Scale score (p = 0.02), infarct volume (p = 0.0004), presence of large-vessel occlusion (p = 0.0005) and a poorer collateral status (p = 0.003). Using logistic regression modeling, an infarct PS >0.84 ml/100 g/min was an independent predictor of HT (OR 28, 95% CI 1.75-452.98; p = 0.02). Other independent predictors of HT were infarct volume and a history of atrial fibrillation. CONCLUSIONS Our findings suggest that infarct PS can be a predictor of HT and may help clinicians to improve patient care around thrombolysis decisions in the acute phase of ischemic stroke.
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McDowell MM, Kellner CP, Barton SM, Mikell CB, Sussman ES, Heuts SG, Connolly ES. The role of advanced neuroimaging in intracerebral hemorrhage. Neurosurg Focus 2014; 34:E2. [PMID: 23544408 DOI: 10.3171/2013.1.focus12409] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
In this report, the authors sought to summarize existing literature to provide an overview of the currently available techniques and to critically assess the evidence for or against their application in intracerebral hemorrhage (ICH) for management, prognostication, and research. Functional imaging in ICH represents a potential major step forward in the ability of physicians to assess patients suffering from this devastating illness due to the advantages over standing imaging modalities focused on general tissue structure alone, but its use is highly controversial due to the relative paucity of literature and the lack of consolidation of the predominantly small data sets that are currently in existence. Current data support that diffusion tensor imaging and tractography, diffusion-perfusion weighted MRI techniques, and functional MRI all possess major potential in the areas of highlighting motor deficits, motor recovery, and network reorganization. Novel clinical studies designed to objectively assess the value of each of these modalities on a wider scale in conjunction with other methods of investigation and management will allow for their rapid incorporation into standard practice.
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Affiliation(s)
- Michael M McDowell
- Department of Neurological Surgery, Columbia University, New York, New York, USA
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Clotting factors to treat thrombolysis-related symptomatic intracranial hemorrhage in acute ischemic stroke. J Stroke Cerebrovasc Dis 2013; 23:e207-14. [PMID: 24321775 DOI: 10.1016/j.jstrokecerebrovasdis.2013.10.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2013] [Revised: 09/15/2013] [Accepted: 10/07/2013] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Symptomatic intracranial hemorrhage (sICH) occurs uncommonly after ischemic stroke therapy with tissue plasminogen activator (tPA). Clotting factor administration may be a treatment option. OBJECTIVE To determine if treatment with clotting factors (fresh frozen plasma [FFP] or cryoprecipitate) was associated with improved outcomes in sICH. METHODS We conducted a retrospective cohort study within University of Texas at Houston Stroke registry involving consecutive patients from February 1, 2007, to June 30, 2011, with tPA-related sICH, including cases with subsequent intra-arterial therapy. Outcomes were Modified Rankin Scale (mRS) score at discharge, death, and hematoma expansion. RESULTS Of 921 patients treated with tPA, 48 (5.2%) had sICH and 45 met criteria for the study. Nineteen patients received clotting factors (42.2%; 18 received FFP and 7 received cryoprecipitate), whereas 26 (57.8%) patients received conservative management without clotting factors. None of the patients treated with clotting factors and only 2 of those who did not receive clotting factors had a good outcome, mRS score of 2 or less. All the patients treated with clotting factors and most of those not treated were left bedridden or dead (mRS score 4-6), 19 (100%) versus 22 (85%). Mortality was 9 (47.4%) versus 9 (34.6%), respectively. There was no difference in hematoma expansion between the 2 groups. CONCLUSIONS We found no evidence that treatment for sICH with clotting factors has a favorable effect on clinical or radiological outcomes. However, the sample was small because of the low frequency of sICH. New treatments are urgently needed for this uncommon yet serious condition.
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Yassi N, Parsons MW, Christensen S, Sharma G, Bivard A, Donnan GA, Levi CR, Desmond PM, Davis SM, Campbell BC. Prediction of Poststroke Hemorrhagic Transformation Using Computed Tomography Perfusion. Stroke 2013; 44:3039-43. [DOI: 10.1161/strokeaha.113.002396] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Nawaf Yassi
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Mark W. Parsons
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Søren Christensen
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Gagan Sharma
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Andrew Bivard
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Geoffrey A. Donnan
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Christopher R. Levi
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Patricia M. Desmond
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Stephen M. Davis
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
| | - Bruce C.V. Campbell
- From the Departments of Medicine and Neurology, Melbourne Brain Centre (N.Y., A.B., S.M.D., B.C.V.C.), and Department of Radiology (N.Y., S.C., G.S., P.M.D., B.C.V.C.), Royal Melbourne Hospital, and Florey Institute of Neuroscience and Mental Health (G.A.D.), University of Melbourne, Parkville, Victoria, Australia; and Priority Research Centre for Translational Neuroscience and Mental Health, University of Newcastle and Hunter Medical Research Institute, Newcastle, New South Wales, Australia (M.W.P
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Diagnostic impact of baseline cerebral blood flow in patients with acute ischemic stroke prior to intravenous recombinant tissue plasminogen activator therapy. Clin Neurol Neurosurg 2013; 115:1464-9. [DOI: 10.1016/j.clineuro.2013.01.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2012] [Revised: 11/11/2012] [Accepted: 01/30/2013] [Indexed: 11/17/2022]
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Jain AR, Jain M, Kanthala AR, Damania D, Stead LG, Wang HZ, Jahromi BS. Association of CT perfusion parameters with hemorrhagic transformation in acute ischemic stroke. AJNR Am J Neuroradiol 2013; 34:1895-900. [PMID: 23598828 DOI: 10.3174/ajnr.a3502] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Prediction of hemorrhagic transformation in acute ischemic stroke could help determine treatment and prognostication. With increasing numbers of patients with acute ischemic stroke undergoing multimodal CT imaging, we examined whether CT perfusion could predict hemorrhagic transformation in acute ischemic stroke. MATERIALS AND METHODS Patients with acute ischemic stroke who underwent CTP scanning within 12 hours of symptom onset were examined. Patients with and without hemorrhagic transformation were defined as cases and controls, respectively, and were matched as to IV rtPA administration and presentation NIHSS score (± 2). Relative mean transit time, relative CBF, and relative CBV values were calculated from CTP maps and normalized to the contralateral side. Receiver operating characteristic analysis curves were created, and threshold values for significant CTP parameters were obtained to predict hemorrhagic transformation. RESULTS Of 83 patients with acute ischemic stroke, 16 developed hemorrhagic transformation (19.28%). By matching, 38 controls were found for only 14 patients with hemorrhagic transformation. Among the matched patients with hemorrhagic transformation, 13 developed hemorrhagic infarction (6 hemorrhagic infarction 1 and 7 hemorrhagic infarction 2) and 1 developed parenchymal hematoma 2. There was no significant difference between cases and controls with respect to age, sex, time to presentation from symptom onset, and comorbidities. Cases had significantly lower median rCBV (8% lower) compared with controls (11% higher) (P = .009; odds ratio, 1.14 for a 0.1-U decrease in rCBV). There was no difference in median total volume of ischemia, rMTT, and rCBF among cases and controls. The area under the receiver operating characteristic was computed to be 0.83 (standard error, 0.08), with a cutoff point for rCBV of 1.09. CONCLUSIONS Of the examined CTP parameters, only lower rCBV was found to be significantly associated with a relatively higher chance of hemorrhagic transformation.
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Shinoyama M, Nakagawara J, Yoneda H, Suzuki M, Ono H, Kunitsugu I, Kamiyama K, Osato T, Nakamura H. Initial 'TTP Map-Defect' of Computed Tomography Perfusion as a Predictor of Hemorrhagic Transformation of Acute Ischemic Stroke. Cerebrovasc Dis Extra 2013; 3:14-25. [PMID: 23637697 PMCID: PMC3617882 DOI: 10.1159/000346113] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Background Hemorrhagic transformation (HT) following acute ischemic stroke is a major problem, especially for the indication of reperfusion therapy including intravenous administration of recombinant tissue plasminogen activator (IV rt-PA). The specific predictive factors of HT have not yet been established. The present study evaluated the findings of computed tomography perfusion (CTP) images as predictors of subsequent HT to identify patients with low HT risk for reperfusion therapy such as IV rt-PA. Methods We retrospectively reviewed 68 consecutive stroke patients (41 males; mean age 72.9 years) with steno-occlusive lesions in the major trunk, including 10 patients who underwent IV rt-PA. Each HT was detected on a follow-up T2*-weighted magnetic resonance image until 2 weeks after stroke onset and categorized into four groups [hemorrhagic infarction (HI) type 1 and 2, and parenchymal hematoma (PH) type 1 and 2] according to the European Cooperative Acute Stroke Study (ECASS) classification. We assessed clinical features and radiological findings between the HT and non-HT groups or the PH2 and non-PH2 groups. The efficacy of initial time to peak (TTP) mapping of CTP for predicting HT or PH2 was evaluated. Results Thirty-four patients (50%) developed subsequent HT: 18 (52.9%) had HI and 16 (47.1%) had PH, including 9 PH2 patients (13.2%). IV rt-PA was not significantly associated with HT or PH2 occurrence. Forty of the 68 patients (59%) revealed defect areas on the initial TTP mapping (TTP map-defect), and 34 of these 40 patients (85%) developed secondary HT and 9 patients (22.5%) developed PH2. Initial ‘TTP map-defect’ was significantly associated with the occurrence of HT (p < 0.0001) and PH2 (p = 0.0070). Thirty of the 34 patients (88.2%) in the HT group experienced delayed recanalization of the occluded vessels, in contrast to only 8 of the 34 patients (23.6%) in the non-HT group. All patients of the PH2 group showed recanalization (p = 0.0042). In 40 ‘TTP map-defect’-positive patients, delayed recanalization was associated with the occurrence of HT (p < 0.0001) and PH2 (p = 0.0491). All 28 patients without ‘TTP map-defect’ did not develop HT, including 8 patients (28.6%) with delayed recanalization. Conclusions Initial ‘TTP map-defect’ of CTP could accurately predict HT risk including PH2 risk and identify low-risk patients even in the delayed period.
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Affiliation(s)
- Mizuya Shinoyama
- Department of Neurosurgery, Nakamura Memorial Hospital, Sapporo, Japan ; Department of Neurosurgery, Yamaguchi University School of Medicine, Yamaguchi, Japan
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Weiser RE, Sheth KN. Clinical Predictors and Management of Hemorrhagic Transformation. Curr Treat Options Neurol 2013; 15:125-49. [DOI: 10.1007/s11940-012-0217-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Lev MH. Perfusion Imaging of Acute Stroke: Its Role in Current and Future Clinical Practice. Radiology 2013; 266:22-7. [DOI: 10.1148/radiol.12121355] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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