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Sirimarco G, Strambo D, Nannoni S, Labreuche J, Cereda C, Dunet V, Puccinelli F, Saliou G, Meuli R, Eskandari A, Wintermark M, Michel P. Predicting Penumbra Salvage and Infarct Growth in Acute Ischemic Stroke: A Multifactor Survival Game. J Clin Med 2023; 12:4561. [PMID: 37510676 PMCID: PMC10380847 DOI: 10.3390/jcm12144561] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 06/28/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Effective treatment of acute ischemic stroke requires reperfusion of salvageable tissue. We investigated the predictors of penumbra salvage (PS) and infarct growth (IG) in a large cohort of stroke patients. METHODS In the ASTRAL registry from 2003 to 2016, we selected middle cerebral artery strokes <24 h with a high-quality CT angiography and CT perfusion. PS and IG were correlated in multivariate analyses with clinical, biochemical and radiological variables, and with clinical outcomes. RESULTS Among 4090 patients, 551 were included in the study, 50.8% male, mean age (±SD) 66.3 ± 14.7 years, mean admission NIHSS (±SD 13.3 ± 7.1) and median onset-to-imaging-time (IQR) 170 (102 to 385) minutes. Increased PS was associated with the following: higher BMI and lower WBC; neglect; larger penumbra; absence of early ischemic changes, leukoaraiosis and other territory involvement; and higher clot burden score. Reduced IG was associated with the following: non-smokers; lower glycemia; larger infarct core; absence of early ischemic changes, chronic vascular brain lesions, other territory involvement, extracranial arterial pathology and hyperdense middle cerebral artery sign; and higher clot burden score. When adding subacute variables, recanalization was associated with increased PS and reduced IG, and the absence of haemorrhage with reduced IG. Collateral status was not significantly associated with IG nor with PS. Increased PS and reduced IG correlated with better 3- and 12-month outcomes. CONCLUSION In our comprehensive analysis, multiple factors were found to be responsible for PS or IG, the strongest being radiological features. These findings may help to better select patients, particularly for more aggressive or late acute stroke treatment.
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Affiliation(s)
- Gaia Sirimarco
- Stroke Center, Neurology Service, Department of Clinical Neurosciences, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
- Neurology Unit, Department of Internal Medicine, Riviera Chablais Hospital, 1847 Rennaz, Switzerland
| | - Davide Strambo
- Stroke Center, Neurology Service, Department of Clinical Neurosciences, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
| | - Stefania Nannoni
- Stroke Center, Neurology Service, Department of Clinical Neurosciences, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
| | - Julien Labreuche
- Statistical Unit, Regional House of Clinical Research, University of Lille, CHU Lille, EA 2694-Santé Publique: Épidémiologie et Qualité des Soins, 59000 Lille, France
| | - Carlo Cereda
- Stroke Center, Neurology Service, Department of Clinical Neurosciences, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
- Stroke Center, Neurology Service, Ospedale Civico di Lugano, 6900 Lugano, Switzerland
| | - Vincent Dunet
- Diagnostic and Interventional Radiology Service, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
| | - Francesco Puccinelli
- Diagnostic and Interventional Radiology Service, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
| | - Guillaume Saliou
- Diagnostic and Interventional Radiology Service, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
| | - Reto Meuli
- Diagnostic and Interventional Radiology Service, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
| | - Ashraf Eskandari
- Stroke Center, Neurology Service, Department of Clinical Neurosciences, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
| | - Max Wintermark
- Diagnostic and Interventional Radiology Service, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
- Department of Diagnostic and Interventional Radiology, Neuroradiology Division, Stanford University and Medical Center, Stanford, CA 94305, USA
| | - Patrik Michel
- Stroke Center, Neurology Service, Department of Clinical Neurosciences, Lausanne University Hospital, University of Lausanne, 1011 Lausanne, Switzerland
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A Novel Fast CT Perfusion Core-Penumbra Mismatch Score: Correlation With Stroke Outcome. Neurologist 2021; 26:41-46. [PMID: 33646988 DOI: 10.1097/nrl.0000000000000315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Advanced neuroimaging can identify patients who can most benefit from reperfusion treatment, discriminating between ischemic core and penumbra area in a quick and accurate manner. Despite core-penumbra mismatch being an independent prognostic factor, computed tomography perfusion (CTP) assessment is still debated in hyperacute decision-making. The authors aimed to study a novel CTP mismatch score in emergency settings and to investigate its relation with clinical outcome in acute ischemic stroke patients treated with intravenous thrombolysis (IVT). METHODS Neuroimaging and clinical data of 226 consecutive acute ischemic stroke patients were analyzed. The study population was divided into 5 different CTP scores: (0) without perfusion deficit, (1) only penumbra, (2) penumbra > core, (3) core ≥ penumbra, (4) only core. For differences in outcome between treated and nontreated patients, and among CTP core-penumbra groups to be assessed, the authors have evaluated the outcome in terms of National Institutes of Health Stroke Scale (NIHSS) and modified Rankin scale (mRS) at discharge and symptomatic intracerebral hemorrhage. RESULTS A decrease in NIHSS was statistically greater in IVT-treated patients compared to nontreated patients showing only penumbra (ΔNIHSS%: 80.0% vs. 50.0%; P=0.0023) or no perfusion deficit (ΔNIHSS%: 89.4% vs. 61.5%; P=0.027) on CTP maps. The same trend was found in other groups without significant difference. A significant correlation was found in IVT patients between core/penumbra score and outcome in terms of ΔNIHSS (Kendall τ=-0.19; P=0.004). CONCLUSIONS The authors proposed a novel immediate CTP assessment to score perfusion mismatch in emergency settings to guide clinicians' decision-making for aggressive treatment and to prevent stroke-related disability.
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Ukmar M, Degrassi F, Pozzi Mucelli RA, Neri F, Mucelli FP, Cova MA. Perfusion CT in acute stroke: effectiveness of automatically-generated colour maps. Br J Radiol 2017; 90:20150472. [PMID: 28328241 DOI: 10.1259/bjr.20150472] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE To evaluate the accuracy of perfusion CT (pCT) in the definition of the infarcted core and the penumbra, comparing the data obtained from the evaluation of parametric maps [cerebral blood volume (CBV), cerebral blood flow (CBF) and mean transit time (MTT)] with software-generated colour maps. METHODS A retrospective analysis was performed to identify patients with suspected acute ischaemic strokes and who had undergone unenhanced CT and pCT carried out within 4.5 h from the onset of the symptoms. A qualitative evaluation of the CBV, CBF and MTT maps was performed, followed by an analysis of the colour maps automatically generated by the software. RESULTS 26 patients were identified, but a direct CT follow-up was performed only on 19 patients after 24-48 h. In the qualitative analysis, 14 patients showed perfusion abnormalities. Specifically, 29 perfusion deficit areas were detected, of which 15 areas suggested the penumbra and the remaining 14 areas suggested the infarct. As for automatically software-generated maps, 12 patients showed perfusion abnormalities. 25 perfusion deficit areas were identified, 15 areas of which suggested the penumbra and the other 10 areas the infarct. The McNemar's test showed no statistically significant difference between the two methods of evaluation in highlighting infarcted areas proved later at CT follow-up. CONCLUSION We demonstrated how pCT provides good diagnostic accuracy in the identification of acute ischaemic lesions. The limits of identification of the lesions mainly lie at the pons level and in the basal ganglia area. Qualitative analysis has proven to be more efficient in identification of perfusion lesions in comparison with software-generated maps. However, software-generated maps have proven to be very useful in the emergency setting. Advances in knowledge: The use of CT perfusion is requested in increasingly more patients in order to optimize the treatment, thanks also to the technological evolution of CT, which now allows a whole-brain study. The need for performing CT perfusion study also in the emergency setting could represent a problem for physicians who are not used to interpreting the parametric maps (CBV, MTT etc.). The software-generated maps could be of value in these settings, helping the less expert physician in the differentiation between different areas.
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Affiliation(s)
- Maja Ukmar
- UCO di Radiologia Dipartimento di Scienze Mediche Chirurgiche e Tecnologiche, Università degli Studi di Trieste Ospedale di Cattinare (ASUITS), Trieste, Italy
| | - Ferruccio Degrassi
- UCO di Radiologia Dipartimento di Scienze Mediche Chirurgiche e Tecnologiche, Università degli Studi di Trieste Ospedale di Cattinare (ASUITS), Trieste, Italy
| | - Roberta Antea Pozzi Mucelli
- UCO di Radiologia Dipartimento di Scienze Mediche Chirurgiche e Tecnologiche, Università degli Studi di Trieste Ospedale di Cattinare (ASUITS), Trieste, Italy
| | - Francesca Neri
- UCO di Radiologia Dipartimento di Scienze Mediche Chirurgiche e Tecnologiche, Università degli Studi di Trieste Ospedale di Cattinare (ASUITS), Trieste, Italy
| | - Fabio Pozzi Mucelli
- UCO di Radiologia Dipartimento di Scienze Mediche Chirurgiche e Tecnologiche, Università degli Studi di Trieste Ospedale di Cattinare (ASUITS), Trieste, Italy
| | - Maria Assunta Cova
- UCO di Radiologia Dipartimento di Scienze Mediche Chirurgiche e Tecnologiche, Università degli Studi di Trieste Ospedale di Cattinare (ASUITS), Trieste, Italy
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Nagaraja TN, Keenan KA, Aryal MP, Ewing JR, Gopinath S, Nadig VS, Shashikumar S, Knight RA. Extravasation into brain and subsequent spread beyond the ischemic core of a magnetic resonance contrast agent following a step-down infusion protocol in acute cerebral ischemia. Fluids Barriers CNS 2014; 11:21. [PMID: 25276343 PMCID: PMC4177725 DOI: 10.1186/2045-8118-11-21] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Accepted: 09/19/2014] [Indexed: 12/02/2022] Open
Abstract
Background Limiting expansion of the ischemic core lesion by reinstating blood flow and protecting the penumbral cells is a priority in acute stroke treatment. However, at present, methods are not available for effective drug delivery to the ischemic penumbra. To address these issues this study compared the extravasation and subsequent interstitial spread of a magnetic resonance contrast agent (MRCA) beyond the ischemic core into the surrounding brain in a rat model of ischemia-reperfusion for bolus injection and step-down infusion (SDI) protocols. Methods Male Wistar rats underwent middle cerebral artery (MCA) occlusion for 3 h followed by reperfusion. Perfusion-diffusion mismatched regions indicating the extent of spread were identified by measuring cerebral blood flow (CBF) deficits by arterial spin-labeled magnetic resonance imaging and the extent of the ischemic core by mapping the apparent diffusion coefficient (ADC) of water with diffusion-weighted imaging. Vascular injury was assessed via MRCA, gadolinium-diethylenetriaminepentaacetic acid (Gd-DTPA) penetration, by Look-Locker T1-weighted MR imaging after either a bolus injection (n = 8) or SDI (n = 6). Spatial and temporal expansion of the MRCA front during a 25 min imaging period was measured from images obtained at 2.5 min intervals. Results The mean ADC lesion was 20 ± 7% of the hemispheric area whereas the CBF deficit area was 60 ± 16%, with the difference between the areas suggesting the possible presence of a penumbra. The bolus injection led to MRCA enhancement with an area that initially spread into the ischemic core and then diminished over time. The SDI produced a gradual increase in the area of MRCA enhancement that slowly enlarged to occupy the core, eventually expanded beyond it into the surrounding tissue and then plateaued. The integrated area from SDI extravasation was significantly larger than that for the bolus (p = 0.03). The total number of pixels covered by the SDI at its maximum was significantly larger than the pixels covered by bolus maximum (p = 0.05). Conclusions These results demonstrate that the SDI protocol resulted in a spread of the MRCA beyond the ischemic core. Whether plasma-borne acute stroke therapeutics can be delivered to the ischemic penumbra in a similar way needs to be investigated.
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Affiliation(s)
- Tavarekere N Nagaraja
- Department of Anesthesiology, Henry Ford Hospital, 2799 West Grand Blvd, Detroit, MI 48202-2689, USA
| | - Kelly A Keenan
- Department of Anesthesiology, Henry Ford Hospital, 2799 West Grand Blvd, Detroit, MI 48202-2689, USA
| | - Madhava P Aryal
- Department of Neurology, Henry Ford Hospital, Detroit, MI, USA ; Present address: Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - James R Ewing
- Department of Neurology, Henry Ford Hospital, Detroit, MI, USA ; Department of Physics, Oakland University, Rochester, MI, USA ; Department of Neurology, Wayne State University, Detroit, MI, USA
| | - Saarang Gopinath
- Department of Anesthesiology, Henry Ford Hospital, 2799 West Grand Blvd, Detroit, MI 48202-2689, USA
| | - Varun S Nadig
- Department of Anesthesiology, Henry Ford Hospital, 2799 West Grand Blvd, Detroit, MI 48202-2689, USA
| | - Sukruth Shashikumar
- Department of Anesthesiology, Henry Ford Hospital, 2799 West Grand Blvd, Detroit, MI 48202-2689, USA
| | - Robert A Knight
- Department of Neurology, Henry Ford Hospital, Detroit, MI, USA ; Department of Physics, Oakland University, Rochester, MI, USA
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Meshksar A, Villablanca JP, Khan R, Carmody R, Coull B, Nael K. Role of EPI-FLAIR in patients with acute stroke: a comparative analysis with FLAIR. AJNR Am J Neuroradiol 2013; 35:878-83. [PMID: 24335543 DOI: 10.3174/ajnr.a3786] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Further improvement in acquisition speed is needed, if MR imaging is to compete with CT for evaluation of patients with acute ischemic stroke. The purpose of this study was to evaluate the feasibility of implementing an echo-planar fluid-attenuated inversion recovery (EPI-FLAIR) sequence into an acute MR stroke protocol with potential reduction in scan time and to compare the results with conventional FLAIR images. MATERIALS AND METHODS Fifty-two patients (28 men and 24 women; age range, 32-96 years) with acute ischemic stroke were prospectively evaluated with an acute stroke MR protocol, which included both conventional FLAIR and EPI-FLAIR imaging with integration of parallel acquisition. The image acquisition time was 52 seconds for EPI-FLAIR and 3 minutes for conventional FLAIR. FLAIR and EPI-FLAIR studies were assessed by 2 observers independently for image quality and conspicuity of hyperintensity in correlation with DWI and were rated as concordant or discordant. Coregistered FLAIR and EPI-FLAIR images were evaluated for signal intensity ratio of the DWI-positive lesion to contralateral normal white matter. RESULTS An estimated 96% of all FLAIR and EPI-FLAIR studies were rated of diagnostic image quality by both observers, with interobserver agreements of κ = 0.82 and κ = 0.63 for FLAIR and EPI-FLAIR, respectively. In 36 (95%) of 38 patients with acute infarction, FLAIR and EPI-FLAIR were rated concordant regarding DWI lesion. The mean ± standard deviation of the signal intensity ratio values on EPI-FLAIR and FLAIR for DWI-positive lesions were 1.28 ± 0.16 and 1.25 ± 0.17, respectively (P = .47), and demonstrated significant correlation (r = 0.899, z value = 8.677, P < .0001). CONCLUSIONS In patients with acute stroke, EPI-FLAIR is feasible with comparable qualitative and quantitative results to conventional FLAIR and results in reduced acquisition time.
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Affiliation(s)
- A Meshksar
- From the Departments of Medical Imaging (A.M., R.K., R.C., K.N.)
| | - J P Villablanca
- Department of Radiological Sciences (J.P.V.), University of California at Los Angeles, Los Angeles, California
| | - R Khan
- From the Departments of Medical Imaging (A.M., R.K., R.C., K.N.)
| | - R Carmody
- From the Departments of Medical Imaging (A.M., R.K., R.C., K.N.)
| | - B Coull
- Neurology (B.C.), University of Arizona; Tucson, Arizona
| | - K Nael
- From the Departments of Medical Imaging (A.M., R.K., R.C., K.N.)
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Lapchak PA. Emerging Therapies: Pleiotropic Multi-target Drugs to Treat Stroke Victims. Transl Stroke Res 2013; 2:129-35. [PMID: 21666853 DOI: 10.1007/s12975-011-0074-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Paul A Lapchak
- Translational Research, Cedars-Sinai Medical Center, Department of Neurology, Burns and Allen Research Institute, Davis Research Building, Room D-2091, 110 N. George Burns Road, Los Angeles, CA 90048, USA
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7
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Zhu G, Michel P, Aghaebrahim A, Patrie JT, Xin W, Eskandari A, Zhang W, Wintermark M. Computed Tomography Workup of Patients Suspected of Acute Ischemic Stroke. Stroke 2013; 44:1049-55. [DOI: 10.1161/strokeaha.111.674705] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose—
To determine whether perfusion computed tomography (PCT) adds value to noncontrast head CT (NCT), CT angiogram (CTA), and clinical assessment in patients suspected of acute ischemic stroke.
Methods—
We retrospectively reviewed 165 patients with acute ischemic stroke. PCT was used to calculate the volumes of infarct core and ischemic penumbra on admission. Other imaging data included Alberta Score Program Early CT Score, site of occlusion, and collateral flow. Clinical data included age, time, National Institutes of Health Stroke Scale at baseline, treatment type, and modified Rankin score (mRS) at 90 days. Recanalization status was assessed on follow-up imaging. In a first multivariate regression analysis, we assessed whether volumes of PCT penumbra and infarct core could be predicted from clinical variables, NCT, or CTA, or whether they represented independent information. In a second multivariate regression analysis, we used mRS at 90 days as outcome and determined which variables predicted it best.
Results—
Of 165 patients identified, 76 had a mRS score of 0 to 2 at 90 days, 89 had a mRS score >2. PCT infarct could be predicted by clinical data, NCT, CTA, and combinations of this data (
P
<0.05). PCT penumbra could not be predicted by clinical data, NCT, and CTA. All of the variables but NCT and CTA were significantly associated with 90-day mRS outcome. The single most important predictor was recanalization status (
P
<0.001). PCT penumbra volume (
P
=0.001) was also a predictor of clinical outcome, especially when considered in conjunction with recanalization through an interaction term (
P
<0.001).
Conclusions—
PCT penumbra represents independent information, which cannot be predicted by clinical, NCT, and CTA data. PCT penumbra is an important determinant of clinical outcome and adds relevant clinical information compared with a stroke CT workup, including NCT and CTA.
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Affiliation(s)
- Guangming Zhu
- From the Department of Radiology, Neuroradiology Division, University of Virginia, Charlottesville, VA (G.Z., M.W.); Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.W.); Department of Public Health Sciences, University of Virginia, Charlottesville, VA (J.T.P, W.X.); Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (P.M., A
| | - Patrik Michel
- From the Department of Radiology, Neuroradiology Division, University of Virginia, Charlottesville, VA (G.Z., M.W.); Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.W.); Department of Public Health Sciences, University of Virginia, Charlottesville, VA (J.T.P, W.X.); Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (P.M., A
| | - Amin Aghaebrahim
- From the Department of Radiology, Neuroradiology Division, University of Virginia, Charlottesville, VA (G.Z., M.W.); Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.W.); Department of Public Health Sciences, University of Virginia, Charlottesville, VA (J.T.P, W.X.); Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (P.M., A
| | - James T. Patrie
- From the Department of Radiology, Neuroradiology Division, University of Virginia, Charlottesville, VA (G.Z., M.W.); Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.W.); Department of Public Health Sciences, University of Virginia, Charlottesville, VA (J.T.P, W.X.); Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (P.M., A
| | - Wenjun Xin
- From the Department of Radiology, Neuroradiology Division, University of Virginia, Charlottesville, VA (G.Z., M.W.); Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.W.); Department of Public Health Sciences, University of Virginia, Charlottesville, VA (J.T.P, W.X.); Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (P.M., A
| | - Ashraf Eskandari
- From the Department of Radiology, Neuroradiology Division, University of Virginia, Charlottesville, VA (G.Z., M.W.); Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.W.); Department of Public Health Sciences, University of Virginia, Charlottesville, VA (J.T.P, W.X.); Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (P.M., A
| | - Weiwei Zhang
- From the Department of Radiology, Neuroradiology Division, University of Virginia, Charlottesville, VA (G.Z., M.W.); Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.W.); Department of Public Health Sciences, University of Virginia, Charlottesville, VA (J.T.P, W.X.); Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (P.M., A
| | - Max Wintermark
- From the Department of Radiology, Neuroradiology Division, University of Virginia, Charlottesville, VA (G.Z., M.W.); Department of Radiology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.W.); Department of Public Health Sciences, University of Virginia, Charlottesville, VA (J.T.P, W.X.); Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (P.M., A
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8
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Zhu G, Michel P, Aghaebrahim A, Patrie JT, Xin W, Eskandari A, Zhang W, Wintermark M. Prediction of Recanalization Trumps Prediction of Tissue Fate. Stroke 2013; 44:1014-9. [DOI: 10.1161/strokeaha.111.000229] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose—
To determine whether infarct core or penumbra is the more significant predictor of outcome in acute ischemic stroke, and whether the results are affected by the statistical method used.
Methods—
Clinical and imaging data were collected in 165 patients with acute ischemic stroke. We reviewed the noncontrast head computed tomography (CT) to determine the Alberta Score Program Early CT score and assess for hyperdense middle cerebral artery. We reviewed CT-angiogram for site of occlusion and collateral flow score. From perfusion-CT, we calculated the volumes of infarct core and ischemic penumbra. Recanalization status was assessed on early follow-up imaging. Clinical data included age, several time points, National Institutes of Health Stroke Scale at admission, treatment type, and modified Rankin score at 90 days. Two multivariate regression analyses were conducted to determine which variables predicted outcome best. In the first analysis, we did not include recanalization status among the potential predicting variables. In the second, we included recanalization status and its interaction between perfusion-CT variables.
Results—
Among the 165 study patients, 76 had a good outcome (modified Rankin score ≤2) and 89 had a poor outcome (modified Rankin score >2). In our first analysis, the most important predictors were age (
P
<0.001) and National Institutes of Health Stroke Scale at admission (
P
=0.001). The imaging variables were not important predictors of outcome (
P
>0.05). In the second analysis, when the recanalization status and its interaction with perfusion-CT variables were included, recanalization status and perfusion-CT penumbra volume became the significant predictors (
P
<0.001).
Conclusions—
Imaging prediction of tissue fate, more specifically imaging of the ischemic penumbra, matters only if recanalization can also be predicted.
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Affiliation(s)
- Guangming Zhu
- From the Department of Radiology, Neuroradiology Division (G.Z., M.W.), Department of Public Health Sciences (J.T.P., W.X.), University of Virginia, Charlottesville, VA; Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Switzerland (P.M., A.E.); Department of Neurology, University of Pittsburgh, Pittsburgh, PA (A.A.); and Department of Radiology, Centre Hospitalier Universitaire Vaudois,
| | - Patrik Michel
- From the Department of Radiology, Neuroradiology Division (G.Z., M.W.), Department of Public Health Sciences (J.T.P., W.X.), University of Virginia, Charlottesville, VA; Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Switzerland (P.M., A.E.); Department of Neurology, University of Pittsburgh, Pittsburgh, PA (A.A.); and Department of Radiology, Centre Hospitalier Universitaire Vaudois,
| | - Amin Aghaebrahim
- From the Department of Radiology, Neuroradiology Division (G.Z., M.W.), Department of Public Health Sciences (J.T.P., W.X.), University of Virginia, Charlottesville, VA; Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Switzerland (P.M., A.E.); Department of Neurology, University of Pittsburgh, Pittsburgh, PA (A.A.); and Department of Radiology, Centre Hospitalier Universitaire Vaudois,
| | - James T. Patrie
- From the Department of Radiology, Neuroradiology Division (G.Z., M.W.), Department of Public Health Sciences (J.T.P., W.X.), University of Virginia, Charlottesville, VA; Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Switzerland (P.M., A.E.); Department of Neurology, University of Pittsburgh, Pittsburgh, PA (A.A.); and Department of Radiology, Centre Hospitalier Universitaire Vaudois,
| | - Wenjun Xin
- From the Department of Radiology, Neuroradiology Division (G.Z., M.W.), Department of Public Health Sciences (J.T.P., W.X.), University of Virginia, Charlottesville, VA; Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Switzerland (P.M., A.E.); Department of Neurology, University of Pittsburgh, Pittsburgh, PA (A.A.); and Department of Radiology, Centre Hospitalier Universitaire Vaudois,
| | - Ashraf Eskandari
- From the Department of Radiology, Neuroradiology Division (G.Z., M.W.), Department of Public Health Sciences (J.T.P., W.X.), University of Virginia, Charlottesville, VA; Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Switzerland (P.M., A.E.); Department of Neurology, University of Pittsburgh, Pittsburgh, PA (A.A.); and Department of Radiology, Centre Hospitalier Universitaire Vaudois,
| | - Weiwei Zhang
- From the Department of Radiology, Neuroradiology Division (G.Z., M.W.), Department of Public Health Sciences (J.T.P., W.X.), University of Virginia, Charlottesville, VA; Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Switzerland (P.M., A.E.); Department of Neurology, University of Pittsburgh, Pittsburgh, PA (A.A.); and Department of Radiology, Centre Hospitalier Universitaire Vaudois,
| | - Max Wintermark
- From the Department of Radiology, Neuroradiology Division (G.Z., M.W.), Department of Public Health Sciences (J.T.P., W.X.), University of Virginia, Charlottesville, VA; Department of Neurology, Military General Hospital of Beijing PLA, Beijing, China (G.Z., W.Z.); Department of Neurology, Centre Hospitalier Universitaire Vaudois, Switzerland (P.M., A.E.); Department of Neurology, University of Pittsburgh, Pittsburgh, PA (A.A.); and Department of Radiology, Centre Hospitalier Universitaire Vaudois,
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9
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Zhu G, Michel P, Zhang W, Wintermark M. Standardization of Stroke Perfusion CT for Reperfusion Therapy. Transl Stroke Res 2012; 3:221-7. [PMID: 24323777 DOI: 10.1007/s12975-012-0156-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2012] [Accepted: 03/13/2012] [Indexed: 11/29/2022]
Abstract
With the advances in terms of perfusion imaging, the "time is brain" approach used for acute reperfusion therapy in ischemic stroke patients is slowly being replaced by a "penumbra is brain" or "imaging is brain" approach. But the concept of penumbra-guided reperfusion therapy has not been validated. The lack of standardization in penumbral imaging is one of the main contributing factors for this absence of validation. This article reviews the issues underlying the lack of standardization of perfusion-CT for penumbra imaging, and offers avenues to remedy this situation.
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Affiliation(s)
- Guangming Zhu
- Department of Radiology, Neuroradiology Division, University of Virginia, Box 800170, Charlottesville, VA, 22908, USA
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10
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A Clinically Relevant Rabbit Embolic Stroke Model for Acute Ischemic Stroke Therapy Development: Mechanisms and Targets. Transl Stroke Res 2012. [DOI: 10.1007/978-1-4419-9530-8_27] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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11
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Lapchak PA. Neuroprotective and neurotrophic curcuminoids to treat stroke: a translational perspective. Expert Opin Investig Drugs 2010; 20:13-22. [DOI: 10.1517/13543784.2011.542410] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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12
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Michel P, Odier C, Rutgers M, Reichhart M, Maeder P, Meuli R, Wintermark M, Maghraoui A, Faouzi M, Croquelois A, Ntaios G. The Acute STroke Registry and Analysis of Lausanne (ASTRAL): design and baseline analysis of an ischemic stroke registry including acute multimodal imaging. Stroke 2010; 41:2491-8. [PMID: 20930152 DOI: 10.1161/strokeaha.110.596189] [Citation(s) in RCA: 185] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND PURPOSE Stroke registries are valuable tools for obtaining information about stroke epidemiology and management. The Acute STroke Registry and Analysis of Lausanne (ASTRAL) prospectively collects epidemiological, clinical, laboratory and multimodal brain imaging data of acute ischemic stroke patients in the Centre Hospitalier Universitaire Vaudois (CHUV). Here, we provide design and methods used to create ASTRAL and present baseline data of our patients (2003 to 2008). METHODS All consecutive patients admitted to CHUV between January 1, 2003 and December 31, 2008 with acute ischemic stroke within 24 hours of symptom onset were included in ASTRAL. Patients arriving beyond 24 hours, with transient ischemic attack, intracerebral hemorrhage, subarachnoidal hemorrhage, or cerebral sinus venous thrombosis, were excluded. Recurrent ischemic strokes were registered as new events. RESULTS Between 2003 and 2008, 1633 patients and 1742 events were registered in ASTRAL. There was a preponderance of males, even in the elderly. Cardioembolic stroke was the most frequent type of stroke. Most strokes were of minor severity (National Institute of Health Stroke Scale [NIHSS] score ≤ 4 in 40.8% of patients). Cardioembolic stroke and dissections presented with the most severe clinical picture. There was a significant number of patients with unknown onset stroke, including wake-up stroke (n=568, 33.1%). Median time from last-well time to hospital arrival was 142 minutes for known onset and 759 minutes for unknown-onset stroke. The rate of intravenous or intraarterial thrombolysis between 2003 and 2008 increased from 10.8% to 20.8% in patients admitted within 24 hours of last-well time. Acute brain imaging was performed in 1695 patients (97.3%) within 24 hours. In 1358 patients (78%) who underwent acute computed tomography angiography, 717 patients (52.8%) had significant abnormalities. Of the 1068 supratentorial stroke patients who underwent acute perfusion computed tomography (61.3%), focal hypoperfusion was demonstrated in 786 patients (73.6%). CONCLUSIONS This hospital-based prospective registry of consecutive acute ischemic strokes incorporates demographic, clinical, metabolic, acute perfusion, and arterial imaging. It is characterized by a high proportion of minor and unknown-onset strokes, short onset-to-admission time for known-onset patients, rapidly increasing thrombolysis rates, and significant vascular and perfusion imaging abnormalities in the majority of patients.
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Affiliation(s)
- Patrik Michel
- Neurology Service, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland.
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13
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Lapchak PA. Translational stroke research using a rabbit embolic stroke model: a correlative analysis hypothesis for novel therapy development. Transl Stroke Res 2010; 1:96-107. [PMID: 20539748 PMCID: PMC2881325 DOI: 10.1007/s12975-010-0018-4] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2010] [Revised: 01/28/2010] [Accepted: 03/11/2010] [Indexed: 12/29/2022]
Abstract
Alteplase (tissue plasminogen activator, tPA) is currently the only FDA-approved treatment that can be given to acute ischemic stroke (AIS) patients if patients present within 3 h of an ischemic stroke. After 14 years of alteplase clinical research, evidence now suggests that the therapeutic treatment window can be expanded 4.5 h, but this is not formally approved by the FDA. Even though there remains a significant risk of intracerebral hemorrhage associated with alteplase administration, there is an increased chance of favorable outcome with tPA treatment. Over the last 30 years, the use of preclinical models has assisted with the search for new effective treatments for stroke, but there has been difficulty with the translation of efficacy from animals to humans. Current research focuses on the development of new and potentially useful thrombolytics, neuroprotective agents, and devices which are also being tested for efficacy in preclinical and clinical trials. One model in particular, the rabbit small clot embolic stroke model (RSCEM) which was developed to test tPA for efficacy, remains the only preclinical model used to gain FDA approval of a therapeutic for stroke. Correlative analyses from existing preclinical translational studies and clinical trials indicate that there is a therapeutic window ratio (ARR) of 2.43-3 between the RSCEM and AIS patients. In conclusion, the RSCEM can be used as an effective translational tool to gauge the clinical potential of new treatments.
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Affiliation(s)
- Paul A. Lapchak
- Department of Neurology, Cedars-Sinai Medical Center, 8730 Alden Drive, Thalians E216, Los Angeles, CA 90048 USA
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14
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Chapter 56 General principles of acute stroke management. ACTA ACUST UNITED AC 2008. [DOI: 10.1016/s0072-9752(08)94056-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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15
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Lapchak PA, Araujo DM. Advances in ischemic stroke treatment: neuroprotective and combination therapies. Expert Opin Emerg Drugs 2007; 12:97-112. [PMID: 17355216 DOI: 10.1517/14728214.12.1.97] [Citation(s) in RCA: 75] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Thrombolysis with intravenous alteplase (recombinant tissue-type plasminogen activator) continues to be the sole recourse for acute ischemic stroke therapy, provided that patients seek treatment preferably within 3 h of stroke onset. The narrow window of efficacy, coupled with the significant risk of hemorrhage and the high mortality rate, preclude the use of alteplase beyond this time frame. Moreover, in part because of safety concerns, only a small percentage (6-15%) of eligible patients is treated with alteplase. Clearly, safer and more effective treatments that focus on improving the shortcomings of the present thrombolysis for stroke need to be identified. Therefore, newer thrombolytics are being developed with the goal of minimizing side effects, while also shortening the time of cerebral reperfusion and extending the therapeutic window of efficacy. Besides thrombolytics, new and potentially useful drugs and devices are also being studied either as monotherapeutic agents or for use in conjunction with alteplase. In animal models of stroke, neuroprotective agents that affect various components of the ischemic injury cascade that results in neurodegeneration have shown promise for the latter. Examples of such agents include spin traps that block oxidative stress, metalloprotease inhibitors that prevent vascular damage, anti-inflammatory drugs that suppress inflammation and transcranial infrared laser irradiation, which promotes recovery of function. Ideally, a successful combination of neuroprotectant (drug or device) and thrombolytic therapy for stroke would minimize the side effects of thrombolysis followed by supplementary neuroprotection thereafter.
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Affiliation(s)
- Paul A Lapchak
- Stroke Research Scientist, University of California San Diego, Department of Neuroscience, La Jolla, CA 92093-0624, USA.
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16
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Irwin C, Woodside KJ, Hunter GC. The role of carotid surgery in prevention of stroke in frail elderly patients. J Am Coll Surg 2006; 204:140-7. [PMID: 17189122 DOI: 10.1016/j.jamcollsurg.2006.09.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2006] [Revised: 09/20/2006] [Accepted: 09/21/2006] [Indexed: 11/22/2022]
Affiliation(s)
- Chance Irwin
- Department of Surgery, University of Texas Medical Branch, Galveston, TX 77555-0735, USA
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