1
|
Pan Y, Chen P, Chen S, Li Y, Wang J, Xia S, Rao J, Gao R, Lu C, Ji J. Computed tomography perfusion deficit volume predicts the functional outcome of endovascular therapy for basilar artery occlusion. J Stroke Cerebrovasc Dis 2024; 33:107677. [PMID: 38460777 DOI: 10.1016/j.jstrokecerebrovasdis.2024.107677] [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: 09/20/2023] [Revised: 03/03/2024] [Accepted: 03/06/2024] [Indexed: 03/11/2024] Open
Abstract
OBJECTIVES To investigate the relationship between baseline computed tomography perfusion deficit volumes and functional outcomes in patients with basilar artery occlusion (BAO) undergoing endovascular therapy. METHODS This was a single-center study in which the data of 64 patients with BAO who underwent endovascular therapy were retrospectively analyzed. All the patients underwent multi-model computed tomography on admission. The posterior-circulation Acute Stroke Prognosis Early Computed Tomography Score was applied to assess the ischemic changes. Perfusion deficit volumes were obtained using Syngo.via software. The primary outcome of the analysis was a good functional outcome (90-day modified Rankin Scale score ≤ 3). Logistic regression and receiver operating characteristic curves were used to explore predictors of functional outcome. RESULTS A total of 64 patients (median age, 68 years; 72 % male) were recruited, of whom 26 (41 %) patients achieved good functional outcomes, while 38 (59 %) had poor functional outcomes. Tmax > 10 s, Tmax > 6 s, and rCBF < 30 % volume were independent predictors of good functional outcomes (odds ratio range, 1.0-1.2; 95 % confidence interval [CI], 1.0-1.4]) and performed well in the receiver operating characteristic curve analyses, exhibiting positive prognostic value; the areas under the curve values were 0.85 (95 % CI, 0.75-0.94), 0.81 (95 % CI, 0.70-0.90), and 0.78 (95 % CI, 0.67-0.89). CONCLUSION Computed tomography perfusion deficit volume represents a valuable tool in predicting high risk of disability and mortality in patients with BAO after endovascular treatment.
Collapse
Affiliation(s)
- Yiying Pan
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Pengjun Chen
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Shunyang Chen
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Yanjun Li
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Junhe Wang
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Shuiwei Xia
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Jie Rao
- Department of Neurology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Ruijie Gao
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Chenying Lu
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China
| | - Jiansong Ji
- Zhejiang Provincial Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Hospital of Zhejiang University, Lishui, 323000, PR China.
| |
Collapse
|
2
|
Fabritius MP, Tiedt S, Puhr-Westerheide D, Grosu S, Maurus S, Schwarze V, Rübenthaler J, Stueckelschweiger L, Ricke J, Liebig T, Kellert L, Feil K, Dimitriadis K, Kunz WG, Reidler P. Computed Tomography Perfusion Deficit Volumes Predict Functional Outcome in Patients With Basilar Artery Occlusion. Stroke 2021; 52:2016-2023. [PMID: 33947212 DOI: 10.1161/strokeaha.120.032924] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
Collapse
Affiliation(s)
- Matthias P Fabritius
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Steffen Tiedt
- Institute for Stroke and Dementia Research (S.T., K.D.), University Hospital, LMU Munich, Germany
| | - Daniel Puhr-Westerheide
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Sergio Grosu
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Stefan Maurus
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Vincent Schwarze
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Johannes Rübenthaler
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Lena Stueckelschweiger
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Jens Ricke
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Thomas Liebig
- Department of Neuroradiology (T.L.), University Hospital, LMU Munich, Germany
| | - Lars Kellert
- Department of Neurology (L.K., K.F., K.D.), University Hospital, LMU Munich, Germany
| | - Katharina Feil
- Department of Neurology (L.K., K.F., K.D.), University Hospital, LMU Munich, Germany.,German Center for Vertigo and Balance Disorders (K.F.), University Hospital, LMU Munich, Germany
| | - Konstantinos Dimitriadis
- Institute for Stroke and Dementia Research (S.T., K.D.), University Hospital, LMU Munich, Germany.,Department of Neurology (L.K., K.F., K.D.), University Hospital, LMU Munich, Germany
| | - Wolfgang G Kunz
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| | - Paul Reidler
- Department of Radiology (M.P.F., D.P.-W., S.G., S.M., V.S., J.R., L.S., J.R., W.G.K., P.R.), University Hospital, LMU Munich, Germany
| |
Collapse
|
3
|
Rotkopf LT, Tiedt S, Puhr-Westerheide D, Herzberg M, Reidler P, Kellert L, Feil K, Thierfelder KM, Dorn F, Liebig T, Wollenweber FA, Kunz WG. Ischemic Core Volume Combined with the Relative Perfusion Ratio for Stroke Outcome Prediction after Endovascular Thrombectomy. J Neuroimaging 2020; 30:321-326. [PMID: 32037660 DOI: 10.1111/jon.12695] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 01/30/2020] [Accepted: 01/30/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND AND PURPOSE Imaging-based selection of stroke patients for endovascular thrombectomy (EVT) remains an ongoing challenge. Our aim was to determine the value of a combined parameter of ischemic core volume (ICV) and the relative degree of cerebral blood flow in the penumbra for morphologic and clinical outcome prediction. METHODS In this Institutional Review Board (IRB)-approved prospective observational study, 221 consecutive patients with large vessel occlusion anterior circulation stroke within 6 hours of symptom onset and subsequent EVT were included between June 2015 and August 2017. Admission computed tomography perfusion was analyzed using automated threshold-based algorithms. Perfusion-weighted ICV (pw-ICV) was calculated by multiplying ICV with the relative cerebral blood flow reduction within the penumbra. Functional outcome was assessed by standardized assessment of the modified Rankin scale (mRS) after 3 months. RESULTS In multivariate analyses, pw-ICV was significantly associated with final infarction volume (FIV) (β = .38, P < .001) after adjustment for penumbra volume, age, sex and time from symptom onset. In separate multivariate analysis with either pw-ICV or ICV, pw-ICV outperformed ICV for the prediction of FIV (Akaike's information criterion: 1,072 vs. 1,089; conditional variable importance: 1,494 vs. 955). There was also a highly significant association between FIV and clinical outcome as measured by an mRS score of 2 or less (odds ratio per 10 mL = .78, P < .001). Both pw-ICV and ICV were significantly associated with NIHSS improvement (both P<.05). CONCLUSION In EVT-treated stroke patients, pw-ICV outperforms the more commonly used ICV in the prediction of morphological and functional outcome.
Collapse
Affiliation(s)
- Lukas T Rotkopf
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Steffen Tiedt
- Department of Neurology, University Hospital, LMU Munich, Munich, Germany
| | | | - Moriz Herzberg
- Department of Neuroradiology, University Hospital, LMU Munich, Munich, Germany
| | - Paul Reidler
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Lars Kellert
- Department of Neurology, University Hospital, LMU Munich, Munich, Germany.,Department of Neuroradiology, University Hospital, LMU Munich, Munich, Germany
| | - Katharina Feil
- Department of Neurology, University Hospital, LMU Munich, Munich, Germany
| | - Kolja M Thierfelder
- Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, University Medical Center Rostock, Rostock, Germany
| | - Franziska Dorn
- Department of Neuroradiology, University Hospital, LMU Munich, Munich, Germany
| | - Thomas Liebig
- Department of Neuroradiology, University Hospital, LMU Munich, Munich, Germany
| | - Frank A Wollenweber
- Department of Neurology, Helios Dr. Horst Schmidt Kliniken Wiesbaden, Germany.,Department of Neurology, University Hospital, LMU Munich, Munich, Germany
| | - Wolfgang G Kunz
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| |
Collapse
|
4
|
De Vis JB, Song S, Luby M, Dankbaar JW, Glen D, Reynolds R, Velthuis BK, Kroon W, Latour LL, Bokkers RPH. Identifying perfusion deficits on CT perfusion images using temporal similarity perfusion (TSP) mapping. Eur Radiol 2019; 29:4198-4206. [PMID: 30617478 DOI: 10.1007/s00330-018-5896-y] [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: 05/16/2018] [Revised: 10/22/2018] [Accepted: 11/19/2018] [Indexed: 11/29/2022]
Abstract
OBJECTIVES Deconvolution-derived maps of CT perfusion (CTP) data may be confounded by transit delays. We propose temporal similarity perfusion (TSP) analysis to decrease CTP maps' dependence on transit times and investigate its sensitivity to detect perfusion deficits. METHODS CTP data of acute stroke patients obtained within 9 h of symptom onset was analyzed using a delay-insensitive singular value decomposition method and with TSP. The TSP method applies an iterative process whereby a pixel's highest Pearson's R value is obtained through comparison of a pixel's time-shifted signal density time-series curve and the average whole brain signal density time-series curve. Our evaluation included a qualitative and quantitative rating of deconvolution maps (MTT, CBV, and TTP), of TSP maps, and of follow-up CT. RESULTS Sixty-five patients (mean 68 (SD 13) years, 34 male) were included. A perfusion deficit was identified in 90%, 86%, 65%, and 84% of MTT, TTP, CBV, and TSP maps. The agreement of MTT, TTP, and TSP with CT follow-up was comparable but noticeably lower for CBV. CBV had the best relationship with final infarct volume (R2 = 0.77, p < 0.001), followed by TSP (R2 = 0.63, p < 0.001). Intra-rater agreement of an inexperienced reader was higher for TSP than for CBV/MTT maps (kappa's of 0.79-0.84 and 0.63-0.7). Inter-rater agreement for experienced readers was comparable across maps. CONCLUSIONS TSP maps are easier to interpret for inexperienced readers. Perfusion deficits detected by TSP are smaller which may suggest less dependence on transit delays although more investigation is required. KEY POINTS • Temporal similarity perfusion mapping assesses CTP data based on similarities in signal time-curves. • TSP maps are comparable in perfusion deficit detection to deconvolution maps. • TSP maps are easier to interpret for inexperienced readers.
Collapse
Affiliation(s)
- Jill B De Vis
- Department of Radiology, Medical Imaging Center, University of Groningen, University Medical Center Groningen, PO Box 30.001, 9700 RB, Groningen, The Netherlands. .,National Institute of Neurological Disorders and Stroke, Stroke Branch, National Institutes of Health, Bethesda, MD, USA.
| | - Sunbin Song
- National Institute of Mental Health, Scientific and Statistical Computing Core, National Institutes of Health, Bethesda, MD, USA
| | - Marie Luby
- National Institute of Neurological Disorders and Stroke, Stroke Branch, National Institutes of Health, Bethesda, MD, USA
| | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Daniel Glen
- National Institute of Mental Health, Scientific and Statistical Computing Core, National Institutes of Health, Bethesda, MD, USA
| | - Richard Reynolds
- National Institute of Mental Health, Scientific and Statistical Computing Core, National Institutes of Health, Bethesda, MD, USA
| | - Brigitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Wouter Kroon
- Department of Radiology, Medical Imaging Center, University of Groningen, University Medical Center Groningen, PO Box 30.001, 9700 RB, Groningen, The Netherlands
| | - Lawrence L Latour
- National Institute of Neurological Disorders and Stroke, Stroke Branch, National Institutes of Health, Bethesda, MD, USA
| | - Reinoud P H Bokkers
- Department of Radiology, Medical Imaging Center, University of Groningen, University Medical Center Groningen, PO Box 30.001, 9700 RB, Groningen, The Netherlands
| |
Collapse
|
5
|
Kunz WG, Fabritius MP, Sommer WH, Höhne C, Scheffler P, Rotkopf LT, Fendler WP, Sabel BO, Meinel FG, Dorn F, Ertl-Wagner B, Reiser MF, Thierfelder KM. Effect of stroke thrombolysis predicted by distal vessel occlusion detection. Neurology 2018; 90:e1742-e1750. [PMID: 29678936 DOI: 10.1212/wnl.0000000000005519] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 02/26/2018] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE Among ischemic stroke patients with negative CT angiography (CTA), we aimed to determine the predictive value of enhanced distal vessel occlusion detection using CT perfusion postprocessing (waveletCTA) for the treatment effect of IV thrombolysis (IVT). METHODS Patients were selected from 1,851 consecutive patients who had undergone CT perfusion. Inclusion criteria were (1) significant cerebral blood flow (CBF) deficit, (2) no occlusion on CTA, and (3) infarction confirmed on follow-up. Favorable morphologic response was defined as smaller values of final infarction volume divided by initial CBF deficit volume (FIV/CBF). Favorable functional outcome was defined as modified Rankin Scale score of ≤2 after 90 days and decrease in NIH Stroke Scale score of ≥3 from admission to 24 hours (∆NIHSS). RESULTS Among patients with negative CTA (n = 107), 58 (54%) showed a distal occlusion on waveletCTA. There was no difference between patients receiving IVT (n = 57) vs supportive care (n = 50) regarding symptom onset, early ischemic changes, perfusion mismatch, or admission NIHSS score (all p > 0.05). In IVT-treated patients, the presence of an occlusion was an independent predictor of a favorable morphologic response (FIV/CBF: β -1.43; 95% confidence interval [CI] -1.96, -0.83; p = 0.001) and functional outcome (90-day modified Rankin Scale: odds ratio 7.68; 95% CI 4.33-11.51; p = 0.039; ∆NIHSS: odds ratio 5.76; 95% CI 3.98-8.27; p = 0.013), while it did not predict outcome in patients receiving supportive care (all p > 0.05). CONCLUSION In stroke patients with negative CTA, distal vessel occlusions as detected by waveletCTA are an independent predictor of a favorable response to IVT.
Collapse
Affiliation(s)
- Wolfgang G Kunz
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany.
| | - Matthias P Fabritius
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Wieland H Sommer
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Christopher Höhne
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Pierre Scheffler
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Lukas T Rotkopf
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Wolfgang P Fendler
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Bastian O Sabel
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Felix G Meinel
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Franziska Dorn
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Birgit Ertl-Wagner
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Maximilian F Reiser
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| | - Kolja M Thierfelder
- From the Departments of Radiology (W.G.K., M.P.F., W.H.S., L.T.R., B.O.S., F.G.M., B.E.-W., M.F.R., K.M.T.), Neurology (C.H., P.S.), Nuclear Medicine (W.P.F.), and Neuroradiology (F.D.), University Hospital, LMU Munich; and the Institute of Diagnostic and Interventional Radiology (F.G.M., K.M.T.), University Medical Center Rostock, Germany
| |
Collapse
|
6
|
Luby M, Warach SJ, Albers GW, Baron JC, Cognard C, Dávalos A, Donnan GA, Fiebach JB, Fiehler J, Hacke W, Lansberg MG, Liebeskind DS, Mattle HP, Oppenheim C, Schellinger PD, Wardlaw JM, Wintermark M. Identification of imaging selection patterns in acute ischemic stroke patients and the influence on treatment and clinical trial enrollment decision making. Int J Stroke 2017; 11:180-90. [PMID: 26783309 DOI: 10.1177/1747493015616634] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE For the STroke Imaging Research (STIR) and VISTA-Imaging Investigators The purpose of this study was to collect precise information on the typical imaging decisions given specific clinical acute stroke scenarios. Stroke centers worldwide were surveyed regarding typical imaging used to work up representative acute stroke patients, make treatment decisions, and willingness to enroll in clinical trials. METHODS STroke Imaging Research and Virtual International Stroke Trials Archive-Imaging circulated an online survey of clinical case vignettes through its website, the websites of national professional societies from multiple countries as well as through email distribution lists from STroke Imaging Research and participating societies. Survey responders were asked to select the typical imaging work-up for each clinical vignette presented. Actual images were not presented to the survey responders. Instead, the survey then displayed several types of imaging findings offered by the imaging strategy, and the responders selected the appropriate therapy and whether to enroll into a clinical trial considering time from onset, clinical presentation, and imaging findings. A follow-up survey focusing on 6 h from onset was conducted after the release of the positive endovascular trials. RESULTS We received 548 responses from 35 countries including 282 individual centers; 78% of the centers originating from Australia, Brazil, France, Germany, Spain, United Kingdom, and United States. The specific onset windows presented influenced the type of imaging work-up selected more than the clinical scenario. Magnetic Resonance Imaging usage (27-28%) was substantial, in particular for wake-up stroke. Following the release of the positive trials, selection of perfusion imaging significantly increased for imaging strategy. CONCLUSIONS Usage of vascular or perfusion imaging by Computed Tomography or Magnetic Resonance Imaging beyond just parenchymal imaging was the primary work-up (62-87%) across all clinical vignettes and time windows. Perfusion imaging with Computed Tomography or Magnetic Resonance Imaging was associated with increased probability of enrollment into clinical trials for 0-3 h. Following the release of the positive endovascular trials, selection of endovascular only treatment for 6 h increased across all clinical vignettes.
Collapse
Affiliation(s)
- Marie Luby
- National Institute of Neurological Disorders and Stroke (NINDS), National Institutes of Health (NIH), Bethesda, MD, USA Department of Neurology and Neurotherapeutics, Seton/UT Southwestern Clinical Research Institute of Austin, UT Southwestern Medical Center, Austin, TX, USA
| | - Steven J Warach
- Dell Medical School, University of Texas Austin, Austin, TX, USA
| | | | - Jean-Claude Baron
- INSERM U894, Centre Hospitalier Sainte-Anne, Sorbonne Paris Cité, Paris, France Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | | | - Antoni Dávalos
- Hospital Universitari Germans Trias I Pujol, Badalona, Spain
| | - Geoffrey A Donnan
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia
| | - Jochen B Fiebach
- Academic Neuroradiology, Center for Stroke Research Berlin, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Jens Fiehler
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Werner Hacke
- Department of Neurology, University of Heidelberg, Heidelberg, Germany
| | | | | | | | - Catherine Oppenheim
- Université Paris-Descartes, Sorbonne Paris Cité, Hôpital Sainte-Anne, INSERM U 894, Paris, France
| | | | - Joanna M Wardlaw
- Division of Neuroimaging Sciences, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Max Wintermark
- Stanford University School of Medicine, Stanford, CA, USA Department of Radiology, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| |
Collapse
|
7
|
Muir KW, Macrae IM. Neuroimaging as a Selection Tool and Endpoint in Clinical and Pre-clinical Trials. Transl Stroke Res 2016; 7:368-77. [PMID: 27543177 PMCID: PMC5014902 DOI: 10.1007/s12975-016-0487-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 06/29/2016] [Accepted: 07/19/2016] [Indexed: 12/03/2022]
Abstract
Standard imaging in acute stroke enables the exclusion of non-stroke structural CNS lesions and cerebral haemorrhage from clinical and pre-clinical ischaemic stroke trials. In this review, the potential benefit of imaging (e.g., angiography and penumbral imaging) as a translational tool for trial recruitment and the use of imaging endpoints are discussed for both clinical and pre-clinical stroke research. The addition of advanced imaging to identify a “responder” population leads to reduced sample size for any given effect size in phase 2 trials and is a potentially cost-efficient means of testing interventions. In pre-clinical studies, technical failures (failed or incomplete vessel occlusion, cerebral haemorrhage) can be excluded early and continuous multimodal imaging of the animal from stroke onset is feasible. Pre- and post-intervention repeat scans provide real time assessment of the intervention over the first 4–6 h. Negative aspects of advanced imaging in animal studies include increased time under general anaesthesia, and, as in clinical studies, a delay in starting the intervention. In clinical phase 3 trial designs, the negative aspects of advanced imaging in patient selection include higher exclusion rates, slower recruitment, overestimated effect size and longer acquisition times. Imaging may identify biological effects with smaller sample size and at earlier time points, compared to standard clinical assessments, and can be adjusted for baseline parameters. Mechanistic insights can be obtained. Pre-clinically, multimodal imaging can non-invasively generate data on a range of parameters, allowing the animal to be recovered for subsequent behavioural testing and/or the brain taken for further molecular or histological analysis.
Collapse
Affiliation(s)
- Keith W Muir
- Institute of Neuroscience and Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, UK
| | - I Mhairi Macrae
- Institute of Neuroscience and Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, UK.
| |
Collapse
|
8
|
Qian C, Li PC, Jiao Y, Yao HH, Chen YC, Yang J, Ding J, Yang XY, Teng GJ. Precise Characterization of the Penumbra Revealed by MRI: A Modified Photothrombotic Stroke Model Study. PLoS One 2016; 11:e0153756. [PMID: 27093556 PMCID: PMC4836676 DOI: 10.1371/journal.pone.0153756] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2015] [Accepted: 04/04/2016] [Indexed: 11/18/2022] Open
Abstract
Aims To precisely characterize the penumbra by MRI based on a modified photothrombotic stroke mouse model. Methods The proximal middle cerebral artery was occluded by a convenient laser system in conjunction with an intravenous injection of Rose Bengal in mice. And the suture MCAO model was performed in seven mice as a comparison of the reproducibility. One hour after occlusion, the penumbra was defined in six random photothrombotic stroke mice by mismatch between perfusion-weighted imaging and the apparent diffusion coefficient map on a home-made workstation. After imaging, three random mice of them were chosen to perform the reperfusion surgery. And the other three mice were sacrificed to stain for several potential penumbra markers, such as c-fos and heart shock protein 90. In the remaining mice, the evolution of the lesions was detected on the apparent diffusion coefficient map, diffusion-weighted imaging and T2-weighted imaging at 1, 3, 6, 12 and 24 hours. After evaluating the neurological deficit scores, the brains were sectioned and stained by triphenyltetrazolium chloride and Nissl. Results The mice subjected to photothrombosis showed significant behavioral deficits. One hour after occlusion, the low perfusion areas on the perfusion-weighted imaging interlaced with the hypointense areas on the apparent diffusion coefficient map, demonstrating that the penumbra was located both surrounding and inside the lesions. This phenomenon was subsequently confirmed by the c-fos and heart shock protein 90 staining. The final T2-weighted images of the mice subjected to the reperfusion surgery were also consistent with the penumbra images at one hour. At early stages, the lesions were clearly identified on the apparent diffusion coefficient map; the volumes of the lesions on the diffusion-weighted imaging and T2-weighted imaging did not reach a maximum until 12 hours. The coefficient of variation (CV) of the final lesions in the photothrombotic stroke mice was 21.7% (0.08 of 0.37) on T2-weighted imaging and 27.8% (0.10 of 0.35) on triphenyltetrazolium chloride, representing a high reproducibility (n = 7). While the CV of the lesions in the MCAO stroke mice was only 70% (0.24 of 0.34, n = 4). Conclusions This study has provided a precise imaging definition of the penumbra based on a reproducible photothrombotic stroke mouse model.
Collapse
Affiliation(s)
- Cheng Qian
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Pei-Cheng Li
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Yun Jiao
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Hong-Hong Yao
- Department of Pharmacology, Medical School, Southeast University, Nanjing, China
| | - Yu-Chen Chen
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Jian Yang
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Jie Ding
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Xiang-Yu Yang
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Gao-Jun Teng
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
- * E-mail:
| |
Collapse
|
9
|
van Seeters T, Biessels GJ, Kappelle LJ, van der Schaaf IC, Dankbaar JW, Horsch AD, Niesten JM, Luitse MJA, Majoie CBLM, Vos JA, Schonewille WJ, van Walderveen MAA, Wermer MJH, Duijm LEM, Keizer K, Bot JCJ, Visser MC, van der Lugt A, Dippel DWJ, Kesselring FOHW, Hofmeijer J, Lycklama À Nijeholt GJ, Boiten J, van Rooij WJ, de Kort PLM, Roos YBWEM, Meijer FJA, Pleiter CC, Mali WPTM, van der Graaf Y, Velthuis BK. CT angiography and CT perfusion improve prediction of infarct volume in patients with anterior circulation stroke. Neuroradiology 2016; 58:327-37. [PMID: 26767380 PMCID: PMC4819789 DOI: 10.1007/s00234-015-1636-z] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Accepted: 12/17/2015] [Indexed: 01/26/2023]
Abstract
Introduction We investigated whether baseline CT angiography (CTA) and CT perfusion (CTP) in acute ischemic stroke could improve prediction of infarct presence and infarct volume on follow-up imaging. Methods We analyzed 906 patients with suspected anterior circulation stroke from the prospective multicenter Dutch acute stroke study (DUST). All patients underwent baseline non-contrast CT, CTA, and CTP and follow-up non-contrast CT/MRI after 3 days. Multivariable regression models were developed including patient characteristics and non-contrast CT, and subsequently, CTA and CTP measures were added. The increase in area under the curve (AUC) and R2 was assessed to determine the additional value of CTA and CTP. Results At follow-up, 612 patients (67.5 %) had a detectable infarct on CT/MRI; median infarct volume was 14.8 mL (interquartile range (IQR) 2.8–69.6). Regarding infarct presence, the AUC of 0.82 (95 % confidence interval (CI) 0.79–0.85) for patient characteristics and non-contrast CT was improved with addition of CTA measures (AUC 0.85 (95 % CI 0.82–0.87); p < 0.001) and was even higher after addition of CTP measures (AUC 0.89 (95 % CI 0.87–0.91); p < 0.001) and combined CTA/CTP measures (AUC 0.89 (95 % CI 0.87–0.91); p < 0.001). For infarct volume, adding combined CTA/CTP measures (R2 = 0.58) was superior to patient characteristics and non-contrast CT alone (R2 = 0.44) and to addition of CTA alone (R2 = 0.55) or CTP alone (R2 = 0.54; all p < 0.001). Conclusion In the acute stage, CTA and CTP have additional value over patient characteristics and non-contrast CT for predicting infarct presence and infarct volume on follow-up imaging. These findings could be applied for patient selection in future trials on ischemic stroke treatment. Electronic supplementary material The online version of this article (doi:10.1007/s00234-015-1636-z) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132 3584 CX, Utrecht, The Netherlands.
| | - Geert Jan Biessels
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L Jaap Kappelle
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Irene C van der Schaaf
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132 3584 CX, Utrecht, The Netherlands
| | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132 3584 CX, Utrecht, The Netherlands
| | - Alexander D Horsch
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132 3584 CX, Utrecht, The Netherlands
| | - Joris M Niesten
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132 3584 CX, Utrecht, The Netherlands
| | - Merel J A Luitse
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132 3584 CX, Utrecht, The Netherlands
| | | | - Jan Albert Vos
- Department of Radiology, St. Antonius Hospital, Nieuwegein, The Netherlands
| | | | | | - Marieke J H Wermer
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Lucien E M Duijm
- Department of Radiology, Catharina Hospital, Eindhoven, The Netherlands
| | - Koos Keizer
- Department of Neurology, Catharina Hospital, Eindhoven, The Netherlands
| | - Joseph C J Bot
- Department of Radiology, VU University Medical Center, Amsterdam, The Netherlands
| | - Marieke C Visser
- Department of Neurology, VU University Medical Center, Amsterdam, The Netherlands
| | - Aad van der Lugt
- Department of Radiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Diederik W J Dippel
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | | | | | | | - Jelis Boiten
- Department of Neurology, Medical Center Haaglanden, The Hague, The Netherlands
| | | | - Paul L M de Kort
- Department of Neurology, St. Elisabeth Hospital, Tilburg, The Netherlands
| | - Yvo B W E M Roos
- Department of Neurology, Academic Medical Center, Amsterdam, The Netherlands
| | - Frederick J A Meijer
- Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Willem P T M Mali
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132 3584 CX, Utrecht, The Netherlands
| | - Yolanda van der Graaf
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Birgitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132 3584 CX, Utrecht, The Netherlands
| | | |
Collapse
|
10
|
Huang X, Cheripelli BK, Lloyd SM, Kalladka D, Moreton FC, Siddiqui A, Ford I, Muir KW. Alteplase versus tenecteplase for thrombolysis after ischaemic stroke (ATTEST): a phase 2, randomised, open-label, blinded endpoint study. Lancet Neurol 2015; 14:368-76. [PMID: 25726502 DOI: 10.1016/s1474-4422(15)70017-7] [Citation(s) in RCA: 207] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND In most countries, alteplase given within 4·5 h of onset is the only approved medical treatment for acute ischaemic stroke. The newer thrombolytic drug tenecteplase has been investigated in one randomised trial up to 3 h after stroke and in another trial up to 6 h after stroke in patients selected by advanced neuroimaging. In the Alteplase-Tenecteplase Trial Evaluation for Stroke Thrombolysis (ATTEST), we aimed to assess the efficacy and safety of tenecteplase versus alteplase within 4·5 h of stroke onset in a population not selected on the basis of advanced neuroimaging, and to use imaging biomarkers to inform the design of a definitive phase 3 clinical trial. METHODS In this single-centre, phase 2, prospective, randomised, open-label, blinded end-point evaluation study, adults with supratentorial ischaemic stroke eligible for intravenous thrombolysis within 4·5 h of onset were recruited from The Institute of Neurological Sciences, Glasgow, Scotland. Patients were randomly assigned (1:1) to receive tenecteplase 0·25 mg/kg (maximum 25 mg) or alteplase 0·9 mg/kg (maximum 90 mg). Treatment allocation used a mixed randomisation and minimisation algorithm including age and National Institutes of Health Stroke Scale score, generated by an independent statistician. Patients were not informed of treatment allocation; treating clinicians were aware of allocation but those assessing the primary outcome were not. Imaging comprised baseline CT, CT perfusion, and CT angiography; and CT plus CT angiography at 24-48 h. The primary endpoint was percentage of penumbra salvaged (CT perfusion-defined penumbra volume at baseline minus CT infarct volume at 24-48 h). Analysis was per protocol. This study is registered with ClinicalTrials.gov, number NCT01472926. FINDINGS Between Jan 1, 2012, and Sept 7, 2013, 355 patients were screened, of whom 157 were eligible for intravenous thrombolysis, and 104 patients were enrolled. 52 were assigned to the alteplase group and 52 to tenecteplase. Of 71 patients (35 assigned tenecteplase and 36 assigned alteplase) contributing to the primary endpoint, no significant differences were noted for percentage of penumbral salvaged (68% [SD 28] for the tenecteplase group vs 68% [23] for the alteplase group; mean difference 1·3% [95% CI -9·6 to 12·1]; p=0·81). Neither incidence of symptomatic intracerebral haemorrhage (by SITS-MOST definition, 1/52 [2%] tenecteplase vs 2/51 [4%] alteplase, p=0·55; by ECASS II definition, 3/52 [6%] vs 4/51 [8%], p=0·59) nor total intracerebral haemorrhage events (8/52 [15%] vs 14/51 [29%], p=0·091) differed significantly. The incidence of serious adverse events did not differ between groups (32 in the tenecteplase group, three considered probably or definitely related to drug treatment; 16 in the alteplase group, five were considered drug-related). INTERPRETATION Neurological and radiological outcomes did not differ between the tenecteplase and alteplase groups. Evaluation of tenecteplase in larger trials of patients with acute stroke seems warranted. FUNDING The Stroke Association.
Collapse
Affiliation(s)
- Xuya Huang
- Institute of Neuroscience and Psychology, University of Glasgow, Southern General Hospital, Glasgow, Scotland, UK
| | - Bharath Kumar Cheripelli
- Institute of Neuroscience and Psychology, University of Glasgow, Southern General Hospital, Glasgow, Scotland, UK
| | - Suzanne M Lloyd
- Robertson Centre for Biostatistics, University of Glasgow, Glasgow, Scotland, UK
| | - Dheeraj Kalladka
- Institute of Neuroscience and Psychology, University of Glasgow, Southern General Hospital, Glasgow, Scotland, UK
| | - Fiona Catherine Moreton
- Institute of Neuroscience and Psychology, University of Glasgow, Southern General Hospital, Glasgow, Scotland, UK
| | - Aslam Siddiqui
- Department of Neuroradiology, Southern General Hospital, NHS Greater Glasgow and Clyde, Glasgow, Scotland, UK
| | - Ian Ford
- Robertson Centre for Biostatistics, University of Glasgow, Glasgow, Scotland, UK
| | - Keith W Muir
- Institute of Neuroscience and Psychology, University of Glasgow, Southern General Hospital, Glasgow, Scotland, UK.
| |
Collapse
|
11
|
Motta M, Ramadan A, Hillis AE, Gottesman RF, Leigh R. Diffusion-perfusion mismatch: an opportunity for improvement in cortical function. Front Neurol 2015; 5:280. [PMID: 25642208 PMCID: PMC4294157 DOI: 10.3389/fneur.2014.00280] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Accepted: 12/09/2014] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE There has been controversy over whether diffusion-perfusion mismatch provides a biomarker for the ischemic penumbra. In the context of clinical stroke trials, regions of the diffusion-perfusion mismatch that do not progress to infarct in the absence of reperfusion are considered to represent "benign oligemia." However, at least in some cases (particularly large vessel stenosis), some of this hypoperfused tissue may remain dysfunctional for a prolonged period without progressing to infarct and may recover function if eventually reperfused. We hypothesized that patients with persistent diffusion-perfusion mismatch using a hypoperfusion threshold of 4-5.9 s delay on time-to-peak (TTP) maps at least sometimes have persistent cognitive deficits relative to those who show some reperfusion of this hypoperfused tissue. METHODS We tested this hypothesis in 38 patients with acute ischemic stroke who had simple cognitive tests (naming or line cancelation) and MRI with diffusion and perfusion imaging within 24 h of onset and again within 10 days, most of whom had large vessel stenosis or occlusion. RESULTS A persistent perfusion deficit of 4-5.9 s delay in TTP on follow up MRI was associated with a persistent cognitive deficit at that time point (p < 0.001). When we evaluated only patients who did not have infarct growth (n = 14), persistent hypoperfusion (persistent mismatch) was associated with a lack of cognitive improvement compared with those who had reperfused. The initial volume of hypoperfusion did not correlate with the later infarct volume (progression to infarct), but change in volume of hypoperfusion correlated with change in cognitive performance (p = 0.0001). Moreover, multivariable regression showed that the change in volume of hypoperfused tissue of 4-5.9 s delay (p = 0.002), and change in volume of ischemic tissue on diffusion weighted imaging (p = 0.02) were independently associated with change in cognitive function. CONCLUSION Our results provide additional evidence that non-infarcted tissue with a TTP delay of 4-5.9 s may be associated with persistent deficits, even if it does not always result in imminent progression to infarct. This tissue may represent the occasional opportunity to intervene to improve function even days after onset of symptoms.
Collapse
Affiliation(s)
- Melissa Motta
- R Adams Shock Trauma Center, University of Maryland School of Medicine , Baltimore, MD , USA
| | - Amanda Ramadan
- Johns Hopkins University School of Medicine , Baltimore, MD , USA
| | - Argye E Hillis
- Department of Neurology, Johns Hopkins University School of Medicine , Baltimore, MD , USA
| | - Rebecca F Gottesman
- Department of Neurology, Johns Hopkins University School of Medicine , Baltimore, MD , USA
| | - Richard Leigh
- Department of Neurology, Johns Hopkins University School of Medicine , Baltimore, MD , USA
| |
Collapse
|
12
|
van Seeters T, Biessels GJ, van der Schaaf IC, Dankbaar JW, Horsch AD, Luitse MJA, Niesten JM, Mali WPTM, Kappelle LJ, van der Graaf Y, Velthuis BK. Prediction of outcome in patients with suspected acute ischaemic stroke with CT perfusion and CT angiography: the Dutch acute stroke trial (DUST) study protocol. BMC Neurol 2014; 14:37. [PMID: 24568540 PMCID: PMC3939816 DOI: 10.1186/1471-2377-14-37] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Accepted: 02/21/2014] [Indexed: 01/04/2023] Open
Abstract
Background Prediction of clinical outcome in the acute stage of ischaemic stroke can be difficult when based on patient characteristics, clinical findings and on non-contrast CT. CT perfusion and CT angiography may provide additional prognostic information and guide treatment in the early stage. We present the study protocol of the Dutch acute Stroke Trial (DUST). The DUST aims to assess the prognostic value of CT perfusion and CT angiography in predicting stroke outcome, in addition to patient characteristics and non-contrast CT. For this purpose, individualised prediction models for clinical outcome after stroke based on the best predictors from patient characteristics and CT imaging will be developed and validated. Methods/design The DUST is a prospective multi-centre cohort study in 1500 patients with suspected acute ischaemic stroke. All patients undergo non-contrast CT, CT perfusion and CT angiography within 9 hours after onset of the neurological deficits, and, if possible, follow-up imaging after 3 days. The primary outcome is a dichotomised score on the modified Rankin Scale, assessed at 90 days. A score of 0–2 represents good outcome, and a score of 3–6 represents poor outcome. Three logistic regression models will be developed, including patient characteristics and non-contrast CT (model A), with addition of CT angiography (model B), and CT perfusion parameters (model C). Model derivation will be performed in 60% of the study population, and model validation in the remaining 40% of the patients. Additional prognostic value of the models will be determined with the area under the curve (AUC) from the receiver operating characteristic (ROC) curve, calibration plots, assessment of goodness-of-fit, and likelihood ratio tests. Discussion This study will provide insight in the added prognostic value of CTP and CTA parameters in outcome prediction of acute stroke patients. The prediction models that will be developed in this study may help guide future treatment decisions in the acute stage of ischaemic stroke.
Collapse
Affiliation(s)
- Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01,132, 3584 CX, Utrecht, The Netherlands.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Ibatullin MM, Kalinin MN, Kurado AT, Valeeva AA, Khasanova DR. [Multimodal imaging protocols and their predictive role in acute stroke functional outcome]. Zh Nevrol Psikhiatr Im S S Korsakova 2014; 114:9-15. [PMID: 25726796 DOI: 10.17116/jnevro20141141229-15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Brain imaging plays a central role in the assessment of patients with acute ischemic stroke. Within a few minutes, modern multimodal imaging protocols can provide one with comprehensive information about prognosis, management, and outcome of the disease, and may detect changes in the intracranial structures reflecting severity of the ischemic injury depicted by four Ps: parenchyma (of the brain), pipes (i.e., the cerebral blood vessels), penumbra, and permeability (of the blood brain barrier). In this article, we have reviewed neuroradiological predictors of stroke functional outcome in the light of the aforementioned four Ps.
Collapse
Affiliation(s)
- M M Ibatullin
- GBOU VPO "Kazanskiĭ gosudarstvennyĭ meditsinskiĭ universitet"
| | - M N Kalinin
- GBOU VPO "Kazanskiĭ gosudarstvennyĭ meditsinskiĭ universitet"
| | - A T Kurado
- GAUZ "Mezhregional'nyĭ kliniko-diagnosticheskiĭ tsentr", Kazan'
| | - A A Valeeva
- GBOU VPO "Kazanskiĭ gosudarstvennyĭ meditsinskiĭ universitet"
| | - D R Khasanova
- GBOU VPO "Kazanskiĭ gosudarstvennyĭ meditsinskiĭ universitet"
| |
Collapse
|
14
|
van Seeters T, Biessels GJ, Niesten JM, van der Schaaf IC, Dankbaar JW, Horsch AD, Mali WPTM, Kappelle LJ, van der Graaf Y, Velthuis BK. Reliability of visual assessment of non-contrast CT, CT angiography source images and CT perfusion in patients with suspected ischemic stroke. PLoS One 2013; 8:e75615. [PMID: 24116061 PMCID: PMC3792960 DOI: 10.1371/journal.pone.0075615] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Accepted: 08/16/2013] [Indexed: 11/19/2022] Open
Abstract
Background and Purpose Good reliability of methods to assess the extent of ischemia in acute stroke is important for implementation in clinical practice, especially between observers with varying experience. Our aim was to determine inter- and intra-observer reliability of the 1/3 middle cerebral artery (MCA) rule and the Alberta Stroke Program Early CT Score (ASPECTS) for different CT modalities in patients suspected of acute ischemic stroke. Methods We prospectively included 105 patients with acute neurological deficit due to suspected acute ischemic stroke within 9 hours after symptom onset. All patients underwent non-contrast CT, CT perfusion and CT angiography on admission. All images were evaluated twice for presence of ischemia, ischemia with >1/3 MCA involvement, and ASPECTS. Four observers evaluated twenty scans twice for intra-observer agreement. We used kappa statistics and intraclass correlation coefficient to calculate agreement. Results Inter-observer agreement for the 1/3 MCA rule and ASPECTS was fair to good for non-contrast CT, poor to good for CT angiography source images, but excellent for all CT perfusion maps (cerebral blood volume, mean transit time, and predicted penumbra and infarct maps). Intra-observer agreement for the 1/3 MCA rule and ASPECTS was poor to good for non-contrast CT, fair to moderate for CT angiography source images, and good to excellent for all CT perfusion maps. Conclusion Between observers with a different level of experience, agreement on the radiological diagnosis of cerebral ischemia is much better for CT perfusion than for non-contrast CT and CT angiography source images, and therefore CT perfusion is a very reliable addition to standard stroke imaging.
Collapse
Affiliation(s)
- Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
- * E-mail:
| | - Geert Jan Biessels
- Department of Neurology, Utrecht Stroke Center, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Joris M. Niesten
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Alexander D. Horsch
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Radiology, Rijnstate Hospital, Arnhem, The Netherlands
| | - Willem P. T. M. Mali
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L. Jaap Kappelle
- Department of Neurology, Utrecht Stroke Center, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Yolanda van der Graaf
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Birgitta K. Velthuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | | |
Collapse
|
15
|
Nemoto EM, Mendez O, Kerr ME, Firlik A, Stevenson K, Jovin T, Yonas H. CT Density Changes with Rapid Onset Acute, Severe, Focal Cerebral Ischemia in Monkeys. Transl Stroke Res 2012; 3:369-74. [PMID: 24323812 DOI: 10.1007/s12975-012-0193-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2012] [Revised: 05/01/2012] [Accepted: 05/07/2012] [Indexed: 01/22/2023]
Abstract
Computerized tomography (CT) is the most often used imaging modality in the evaluation of acute clinical stroke. However, the rapidity with which CT density changes occur after acute, severe, focal ischemia cannot be determined clinically. Even if the time of symptom onset is known, clinical stroke severity is highly variable. We studied the time course of CT density change after severe, rapid onset, acute, focal ischemia as documented by stable xenon CT cerebral blood flow (CBF) in monkeys. Eight monkeys (Macaca mulatta) were subjected to transorbital occlusion of the left posterior cerebral, anterior, middle, and internal carotid arteries to induce focal ischemia. CT density Hounsfield units (HU), CBF by stable xenon CT, arterial blood pressure, and blood gases were measured before occlusion, immediately after occlusion, at 30 min, and hourly for up to 6 h. Occlusion of the cerebral arteries decreased CBF to 8 ± 5 ml/100 g/ min within 15 min postocclusion. At 6 h, CBF was unchanged at 9 ± 4 ml/100 g/ min. CT density within the ischemic core fell from 42 to 38 HU immediately after occlusion (P < 0.05), rose transiently, then fell at 2 h (P < 0.01) and plateaued at 36 ± 5 HU for a total decrease of 4-5 HU between 4 and 6 h poststroke. Changes in CT density lag severe focal ischemia by 2 h. Thus, when CT hypodensity is seen in acute stroke, it is likely 2 h old. It also provides an explanation for the phenomenon of clinical CT mismatch with clinical deficits and normal CT.
Collapse
Affiliation(s)
- Edwin M Nemoto
- Department of Neurosurgery, University of New Mexico, 1101 Yale Blvd, Domenici Hall, BRaIN Center Rm. 1131B, Albuquerque, NM, 87106, USA,
| | | | | | | | | | | | | |
Collapse
|
16
|
Yoo AJ, Pulli B, Gonzalez RG. Imaging-based treatment selection for intravenous and intra-arterial stroke therapies: a comprehensive review. Expert Rev Cardiovasc Ther 2011; 9:857-76. [PMID: 21809968 DOI: 10.1586/erc.11.56] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Reperfusion therapy is the only approved treatment for acute ischemic stroke. The current approach to patient selection is primarily based on the time from stroke symptom onset. However, this algorithm sharply restricts the eligible patient population, and neglects large variations in collateral circulation that ultimately determine the therapeutic time window in individual patients. Time alone is unlikely to remain the dominant parameter. Alternative approaches to patient selection involve advanced neuroimaging methods including MRI diffusion-weighted imaging, magnetic resonance and computed tomography perfusion imaging and noninvasive angiography that provide potentially valuable information regarding the state of the brain parenchyma and the neurovasculature. These techniques have now been used extensively, and there is emerging evidence on how specific imaging data may result in improved clinical outcomes. This article will review the major studies that have investigated the role of imaging in patient selection for both intravenous and intra-arterial therapies.
Collapse
Affiliation(s)
- Albert J Yoo
- Massachusetts General Hospital, 55 Fruit Street, Gray 241, Boston, MA 02114, USA.
| | | | | |
Collapse
|
17
|
Agarwal S, Jones P, Alawneh J, Antoun N, Barry P, Carrera E, Cotter P, O’Brien E, Salih I, Scoffings D, Baron JC, Warburton E. Does Perfusion Computed Tomography Facilitate Clinical Decision Making for Thrombolysis in Unselected Acute Patients with Suspected Ischaemic Stroke? Cerebrovasc Dis 2011; 32:227-33. [DOI: 10.1159/000329310] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2011] [Accepted: 04/29/2011] [Indexed: 11/19/2022] Open
|
18
|
Alawneh JA, Jones PS, Mikkelsen IK, Cho TH, Siemonsen S, Mouridsen K, Ribe L, Morris RS, Hjort N, Antoun N, Gillard JH, Fiehler J, Nighoghossian N, Warburton EA, Ostergaard L, Baron JC. Infarction of 'non-core-non-penumbral' tissue after stroke: multivariate modelling of clinical impact. ACTA ACUST UNITED AC 2011; 134:1765-76. [PMID: 21616971 DOI: 10.1093/brain/awr100] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
There is considerable intersubject variability in early neurological course after anterior circulation stroke, yet the pathophysiology underlying this variability is not fully understood. Here, we hypothesize that, although not predicted by current pathophysiological models, infarction of 'non-core-non-penumbral' (i.e. clinically silent) brain tissue may nevertheless occur, and negatively influence clinical course over and above the established positive impact of penumbral salvage. In order to test this hypothesis, non-core-non-penumbral tissue was identified in two independent prospectively recruited cohorts, using computed tomography perfusion, and magnetic resonance perfusion- and diffusion-weighted imaging, respectively. Follow-up structural magnetic resonance imaging was obtained about 1 month later in all patients to map the final infarct. The volumes of both the acutely silent but eventually infarcted tissue, and the eventually non-infarcted penumbra, were determined by performing voxel-wise analysis of the acute and follow-up image sets, using previously validated perfusion thresholds. Early neurological course was expressed as change in National Institutes of Health Stroke Scale scores between the acute and 1-month assessments, relative to the acute score. The relationship between the acutely silent but eventually infarcted tissue volume and early neurological course was tested using a multivariate regression model that included the volume of non-infarcted penumbra. Thirty-four and 58 patients were recruited in the computed tomography perfusion and magnetic resonance perfusion cohorts, respectively (mean onset-to-imaging time: 136 and 156 min; 27 and 42 patients received intravenous thrombolysis, respectively). Infarction of acutely silent tissue was identified in most patients in both cohorts. Although its volume (median 0.2 and 2 ml, respectively) was much smaller than that of salvaged penumbra (59.3 and 93 ml, respectively), it was substantial in ∼10% of patients. As expected, salvaged penumbra strongly positively influenced early neurological course. Even after correcting for the latter effect in the multivariate model, infarction of acutely silent tissue independently negatively influenced early neurological course in both cohorts (P=0.018 and 0.031, respectively). This is the first systematic study to document infarction of acutely silent tissue after anterior circulation stroke, and to show that it affects a sizeable fraction of patients and has the predicted negative impact on clinical course. These findings were replicated in two independent cohorts, regardless of the perfusion imaging modality used. Preventing infarction of the tissue not initially at risk should have direct clinical benefit.
Collapse
Affiliation(s)
- Josef A Alawneh
- Stroke Research Group, Department of Clinical Neurosciences, University of Cambridge, Addenbrookes Hospital, Neurology Unit, Box 83, Cambridge CB2 2QQ, UK
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
19
|
Dani KA, Thomas RG, Chappell FM, Shuler K, MacLeod MJ, Muir KW, Wardlaw JM. Computed tomography and magnetic resonance perfusion imaging in ischemic stroke: Definitions and thresholds. Ann Neurol 2011; 70:384-401. [DOI: 10.1002/ana.22500] [Citation(s) in RCA: 138] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2011] [Revised: 05/06/2011] [Accepted: 05/27/2011] [Indexed: 01/27/2023]
|
20
|
Buerke B, Wittkamp G, Dziewas R, Seidensticker P, Heindel W, Kloska SP. Perfusion-weighted map and perfused blood volume in comparison with CT angiography source imaging in acute ischemic stroke different sides of the same coin? Acad Radiol 2011; 18:347-52. [PMID: 21145763 DOI: 10.1016/j.acra.2010.10.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2010] [Revised: 10/22/2010] [Accepted: 10/23/2010] [Indexed: 11/16/2022]
Abstract
RATIONALE AND OBJECTIVES Computed tomography angiography source imaging (CTA-SI) in acute ischemic stroke improves detection rate and estimation of extent of cerebral infarction. This study compared the new components color-coded perfusion weighted map (PWM) and color-coded perfused blood volume (PBV) derived from CTA data with CTA-SI for the visualization of cerebral infarction. MATERIALS AND METHODS Fifty patients (women = 30; mean age = 74.9 ± 13.3 years) underwent nonenhanced computed tomography and CTA for suspected acute ischemic stroke. PWM, PBV, and CTA-SI were reconstructed with identical slice thickness of 1.0 mm with commercial software. Extent of infarction was measured using the Alberta Stroke Program Early Computed Tomography Score (ASPECTS). For statistical analysis, Spearman's R correlation and paired-samples t-test was used. P < .05 was considered significant. RESULTS PBV had superior sensitivity for detection of cerebral infarction with 0.88 compared to PWM and CTA-SI with 0.79 and 0.76, respectively. The accuracy of correct diagnosis was superior for PBV with 0.82 compared to PWM and CTA-SI with 0.76, respectively. ASPECTS of PWM and PBV showed strong correlation with CTA-SI with r = 0.903 (P < .001) and r = 0.866 (P < .001), respectively. Mean ASPECTS of CTA-SI (6.24 ± 3.62) revealed no significant difference with PWM (6.26 ± 3.45), but a significant difference with PBV (5.62 ± 3.41; P < .02). CONCLUSIONS PWM was equal to CTA-SI in detection of cerebral infarction and estimation of extent of cerebral ischemia. Although PBV was superior to CTA-SI in detection of cerebral infarction, PBV seems to overestimate the extent of critical cerebral ischemia. Therefore, CTA-SI information is not identical to PBV and further clinical evaluation is mandatory.
Collapse
Affiliation(s)
- Boris Buerke
- Department of Clinical Radiology, University of Münster, Albert-Schweitzer-Str. 33, 48149 Münster, Germany
| | | | | | | | | | | |
Collapse
|
21
|
Wittkamp G, Buerke B, Dziewas R, Ditt H, Seidensticker P, Heindel W, Kloska SP. Whole brain perfused blood volume CT: visualization of infarcted tissue compared to quantitative perfusion CT. Acad Radiol 2010; 17:427-32. [PMID: 20060748 DOI: 10.1016/j.acra.2009.11.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2009] [Revised: 11/01/2009] [Accepted: 11/03/2009] [Indexed: 10/20/2022]
Abstract
RATIONALE AND OBJECTIVES This study determines the value of whole brain color-coded three-dimensional perfused blood volume (PBV) computed tomography (CT) for the visualization of the infarcted tissue in acute stroke patients. MATERIALS AND METHODS Nonenhanced CT (NECT), perfusion CT (PCT), and CT angiography (CTA) in 48 patients with acute ischemic stroke were performed. Whole brain PBV was calculated from NECT and CTA data sets using commercial software. PBV slices in identical orientation to the PCT slices were reconstructed and the area of visual perfusion abnormality on PBV maps was measured. The infarct core in the corresponding PCT slices (CBV <2.0 mL/100 g) was measured automatically with commercial software. The ischemic area on PBV and the infarct core on quantitative PCT were compared using the Pearsons-R correlation coefficient. Significance was considered for P < .05. RESULTS The quantitative PCT demonstrated a mean infarct core volume of 35.48 +/- 32.17 cm(3), whereas the volume of visual perfusion abnormality of the corresponding PBV slices was 37.16 +/- 37.59 cm(3). The perfusion abnormality in PBV was highly correlated with the infarct core of quantitative PCT for area per slice (r = 0.933, P < .01) as well as volume (r = 0.922, P < .01). CONCLUSIONS PBV can serve as surrogate marker corresponding to the infarct core in acute stroke with whole brain coverage.
Collapse
|
22
|
Penumbra, the basis of neuroimaging in acute stroke treatment: current evidence. J Neurol Sci 2009; 288:13-24. [PMID: 19875134 DOI: 10.1016/j.jns.2009.09.027] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2009] [Revised: 08/06/2009] [Accepted: 09/23/2009] [Indexed: 11/23/2022]
Abstract
In modern medicine brain imaging is an essential prerequisite not only to acute stroke triage but also to determining the specific therapy indicated. This article reviews the need for imaging the brain in acute stroke, penumbral pathophysiology, penumbral imaging techniques, as well as current status of various imaging modalities that are being employed to select patients for specific therapeutic approaches.
Collapse
|
23
|
Gasparotti R, Grassi M, Mardighian D, Frigerio M, Pavia M, Liserre R, Magoni M, Mascaro L, Padovani A, Pezzini A. Perfusion CT in patients with acute ischemic stroke treated with intra-arterial thrombolysis: predictive value of infarct core size on clinical outcome. AJNR Am J Neuroradiol 2009; 30:722-7. [PMID: 19164437 PMCID: PMC7051771 DOI: 10.3174/ajnr.a1439] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2008] [Accepted: 11/03/2008] [Indexed: 01/28/2023]
Abstract
BACKGROUND AND PURPOSE A potential role of perfusion CT (PCT) in selecting patients with stroke for reperfusion therapies has been recently advocated. The purpose of the study was to assess the reliability of PCT in predicting clinical outcome of patients with acute ischemic stroke treated with intra-arterial thrombolysis (IAT). MATERIALS AND METHODS Twenty-seven patients with acute hemispheric ischemic stroke were investigated with PCT and treated with IAT between 3 and 6 hours of stroke onset. The infarct core was outlined on cerebral blood volume (CBV) maps by using accepted viability thresholds. The penumbra was defined as time-to-peak (TTP)-CBV mismatch. Clinical outcome was assessed by modified Rankin Scale (mRS) scores at 3 months and dichotomized into favorable (mRS score, 0-2) and unfavorable (mRS score, 3-6). Data were retrospectively analyzed by multiple regression to identify predictors of clinical outcome among the following variables: age, sex, National Institutes of Health Stroke Scale score, serum glucose level, thrombolytic agent, infarct core and mismatch size, collateral circulation, time to recanalization, and recanalization rate after IAT. RESULTS Patients with favorable outcome had smaller cores (P = .03), increased mismatch ratios (P = .03), smaller final infarct sizes (P < .01), higher recanalization rates (P = .03), and reduced infarct growth rates (P < .01), compared with patients with unfavorable outcome. The core size was the strongest predictor of clinical outcome in an "all subset" model search (P = .01; 0.96 point increase in mRS score per any increment of 1 SD; 95% confidence interval, +0.17 to +1.75). CONCLUSIONS PCT is a reliable tool for the identification of irreversibly damaged brain tissue and for the prediction of clinical outcome of patients with acute stroke treated with IAT.
Collapse
Affiliation(s)
- R Gasparotti
- Dipartimento di Diagnostica per Immagini, Neuroradiologia, Università di Brescia, Brescia, Italy.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
24
|
Moustafa RR, Baron JC. Clinical review: Imaging in ischaemic stroke--implications for acute management. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2008; 11:227. [PMID: 17875224 PMCID: PMC2556770 DOI: 10.1186/cc5973] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Imaging has become a cornerstone of stroke management, translating pathophysiological knowledge to everyday decision-making. Plain computed tomography is widely available and remains the standard for initial assessment: the technique rules out haemorrhage, visualizes the occluding thrombus and identifies early tissue hypodensity and swelling, which have different implications for thrombolysis. Based on evidence from positron emission tomography (PET), however, multimodal imaging is increasingly advocated. Computed tomography perfusion and angiography provide information on the occlusion site, on recanalization and on the extent of salvageable tissue. Magnetic resonance-based diffusion-weighted imaging (DWI) has exquisite sensitivity for acute ischaemia, however, and there is increasingly robust evidence that DWI combined with perfusion-weighted magnetic resonance imaging (PWI) and angiography improves functional outcome by selecting appropriate patients for thrombolysis (small DWI lesion but large PWI defect) and by ruling out those who would receive no benefit or might be harmed (very large DWI lesion, no PWI defect), especially beyond the 3-hour time window. Combined DWI–PWI also helps predict malignant oedema formation and therefore helps guide selection for early brain decompression. Finally, DWI–PWI is increasingly used for patient selection in therapeutic trials. Although further methodological developments are awaited, implementing the individual pathophysiologic diagnosis based on multimodal imaging is already refining indications for thrombolysis and offers new opportunities for management of acute stroke patients.
Collapse
Affiliation(s)
- Ramez Reda Moustafa
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 2QQ, UK
| | - Jean-Claude Baron
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 2QQ, UK
| |
Collapse
|
25
|
Soustiel JF, Mahamid E, Goldsher D, Zaaroor M. Perfusion-CT for early assessment of traumatic cerebral contusions. Neuroradiology 2007; 50:189-96. [PMID: 18040673 DOI: 10.1007/s00234-007-0337-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2007] [Accepted: 10/26/2007] [Indexed: 10/22/2022]
Abstract
INTRODUCTION To investigate the value of perfusion-CT (PCT) for assessment of traumatic cerebral contusions (TCC) and to compare the abilities of early noncontrast CT and PCT modalities to evaluate tissue viability. METHODS PCT studies performed in 30 patients suffering from TCC during the acute phase of their illness were retrospectively reviewed. Cerebral blood flow (CBF), volume (CBV) and mean transit time (MTT) were measured in three different areas: the hemorrhagic core of the TCC, the surrounding hypodense area and the perilesional normal-appearing parenchyma. TCC area was measured on CBF-, CBV- and MTT-derived maps and compared with the areas measured using the same slice obtained with CT scans performed on admission, at the time of PCT (follow-up CT) and at 1 week. RESULTS TCC were characterized by low CBF and CBV values (9.2+/-6.6 ml/100 g per min and 0.9+/-0.7 ml/100 g, respectively) and a significant prolongation of MTT (11.9+/-10.7 s) in the hemorrhagic core whereas PCT parameters were more variable in the hypodense area. The TCC whole area showed a noticeable growth of the lesions during the first week of admission. In comparison with early noncontrast CT, CBV and CBF maps proved to be more congruent with the findings of noncontrast CT scans at 1 week. CONCLUSION PCT confirmed the results of xenon-CT studies and was shown to allow better evaluation of tissue viability than noncontrast CT. These findings suggest that PCT could be implemented in the future for the early assessment of patients with traumatic brain injury.
Collapse
Affiliation(s)
- Jean F Soustiel
- Department of Neurosurgery, Rambam Medical Center, Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
| | | | | | | |
Collapse
|
26
|
Pathophysiology of ischaemic stroke: insights from imaging, and implications for therapy and drug discovery. Br J Pharmacol 2007; 153 Suppl 1:S44-54. [PMID: 18037922 DOI: 10.1038/sj.bjp.0707530] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Preventing death and limiting handicap from ischaemic stroke are major goals that can be achieved only if the pathophysiology of infarct expansion is properly understood. Primate studies showed that following occlusion of the middle cerebral artery (MCA)--the most frequent and prototypical stroke, local tissue fate depends on the severity of hypoperfusion and duration of occlusion, with a fraction of the MCA territory being initially in a 'penumbral' state. Physiological quantitative PET imaging has translated this knowledge in man and revealed the presence of considerable pathophysiological heterogeneity from patient to patient, largely unpredictable from elapsed time since onset or clinical deficit. While these observations underpinned key trials of thrombolysis, they also indicate that only patients who are likely to benefit should be exposed to its risks. Accordingly, imaging-based diagnosis is rapidly becoming an essential component of stroke assessment, replacing the clock by individually customized management. Diffusion- and perfusion-weighted MR (DWI-PWI) and CT-based perfusion imaging are increasingly being used to implement this, and are undergoing formal validation against PET. Beyond thrombolysis per se, knowledge of the individual pathophysiology also guides management of variables like blood pressure, blood glucose and oxygen saturation, which can otherwise precipitate the penumbra into the core, and the oligaemic tissue into the penumbra. We propose that future therapeutic trials use physiological imaging to select the patient category that best matches the drug's presumed mode of action, rather than lumping together patients with entirely different pathophysiological patterns in so-called 'large trials', which have all failed so far.
Collapse
|
27
|
Turk AS, Grayev A, Rowley HA, Field AS, Turski P, Pulfer K, Mukherjee R, Haughton V. Variability of clinical CT perfusion measurements in patients with carotid stenosis. Neuroradiology 2007; 49:955-61. [PMID: 17646976 DOI: 10.1007/s00234-007-0276-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2007] [Accepted: 06/25/2007] [Indexed: 01/06/2023]
Abstract
INTRODUCTION CT perfusion imaging (pCT) may be used to detect and monitor hemodynamic abnormalities due to cerebrovascular disease. The magnitude of variability in clinical measurements has been insufficiently evaluated. The purpose of this study was to measure the long-term variability of clinical pCT measurements in patients with cerebrovascular disease. METHODS pCT parameters were calculated for the cerebral hemisphere contralateral to a carotid stenosis before and after stent treatment of stenosis in 33 consecutive patients. Mean transit time (MTT), cerebral blood flow (CBF), and cerebral blood volume (CBV) calculated from pCT data from both a small and large region of interest (ROI) using both manual and automated methods were compared before and after stent treatment. Differences between the first and second measurement were tested for statistical significance with at-test. Variability was calculated as the standard deviation of the differences divided by the mean of the pre- and post-stent treatment values. To adjust for proportional bias, the Bland-Altman analysis was applied. RESULTS The differences between the two measurements of MTT, CBF, and CBV averaged 2.5 to 7.7% when a manual method was used and was higher with automatic methods (p > 0.07). The variability of the values was 18% for MTT, 19% for CBV, and 25% for CBF with the large ROI and the manual method of calculation. The magnitude was larger when the small ROI and automatic methods were employed. CONCLUSION Longitudinal measurements of MTT, CBV, or CBF by pCT may vary by 20-25%. To detect changes in treatment-related changes in perfusion, pCT studies must be designed to achieve statistical significance based on this variability.
Collapse
Affiliation(s)
- Aquilla S Turk
- Department of Radiology, University of Wisconsin Hospital and Clinics, Madison, WI, USA.
| | | | | | | | | | | | | | | |
Collapse
|
28
|
Kloska SP, Dittrich R, Fischer T, Nabavi DG, Fischbach R, Seidensticker P, Osada N, Ringelstein EB, Heindel W. Perfusion CT in acute stroke: prediction of vessel recanalization and clinical outcome in intravenous thrombolytic therapy. Eur Radiol 2007; 17:2491-8. [PMID: 17549483 DOI: 10.1007/s00330-007-0696-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2007] [Revised: 04/27/2007] [Accepted: 05/11/2007] [Indexed: 10/23/2022]
Abstract
This study evaluated perfusion computed tomography (PCT) for the prediction of vessel recanalization and clinical outcome in patients undergoing intravenous thrombolysis. Thirty-nine patients with acute ischemic stroke of the middle cerebral artery territory underwent intravenous thrombolysis within 3 h of symptom onset. They all had non-enhanced CT (NECT), PCT, and CT angiography (CTA) before treatment. The Alberta Stroke Program Early Computed Tomography (ASPECT) score was applied to NECT and PCT maps to assess the extent of ischemia. CTA was assessed for the site of vessel occlusion. The National Institute of Health Stroke Scale (NIHSS) score was used for initial clinical assessment. Three-month clinical outcome was assessed using the modified Rankin scale. Vessel recanalization was determined by follow-up ultrasound. Of the PCT maps, a cerebral blood volume (CBV) ASPECT score of >6 versus < or =6 was the best predictor for clinical outcome (odds ratio, 31.43; 95% confidence interval, 3.41-289.58; P < 0.002), and was superior to NIHSS, NECT and CTA. No significant differences in ASPECT scores were found for the prediction of vessel recanalization. ASPECT score applied to PCT maps in acute stroke patients predicts the clinical outcome of intravenous thrombolysis and is superior to both early NECT and clinical parameters.
Collapse
Affiliation(s)
- Stephan P Kloska
- Department of Clinical Radiology, University of Münster, Albert-Schweitzer-Str 33, 48149, Münster, Germany.
| | | | | | | | | | | | | | | | | |
Collapse
|
29
|
Kloska SP, Fischer T, Nabavi DG, Dittrich R, Ditt H, Klotz E, Fischbach R, Ringelstein EB, Heindel W. Color-coded perfused blood volume imaging using multidetector CT: initial results of whole-brain perfusion analysis in acute cerebral ischemia. Eur Radiol 2007; 17:2352-8. [PMID: 17318605 DOI: 10.1007/s00330-007-0580-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2006] [Revised: 11/05/2006] [Accepted: 01/08/2007] [Indexed: 10/23/2022]
Abstract
Computed tomography (CT) is still the primary imaging modality following acute stroke. To evaluate a prototype of software for the calculation of color-coded whole-brain perfused blood volume (PBV) images from CT angiography (CTA) and nonenhanced CT (NECT) scans, we studied 14 patients with suspected acute ischemia of the anterior cerebral circulation. PBV calculations were performed retrospectively. The detection rate of ischemic changes in the PBV images was compared with NECT. The volume of ischemic changes in PBV was correlated with the infarct volume on follow-up examination taking potential vessel recanalization into account. PBV demonstrated ischemic changes in 12/12 patients with proven infarction and was superior to NECT (8/12) in the detection of early ischemia. Moreover, PBV demonstrated the best correlation coefficient with the follow-up infarct volume (Pearson's R = 0.957; P = 0.003) for patients with proven recanalization of initially occluded cerebral arteries. In summary, PBV appears to be more accurate in the detection of early infarction compared to NECT and mainly visualizes the irreversibly damaged ischemic tissue.
Collapse
Affiliation(s)
- Stephan P Kloska
- Department of Clinical Radiology, University of Muenster, Albert-Schweitzer-Str. 33, 48149 Muenster, Germany.
| | | | | | | | | | | | | | | | | |
Collapse
|
30
|
Abstract
Imaging continues to have a huge impact on the understanding of the ischemic penumbra and the management of acute stroke. Determinants of penumbral tissue fate, such as age, hyperglycemia, hematocrit, and oxygen concentration, are increasingly being recognized using neuroimaging. The significance of the penumbra in the white matter and in posterior circulation stroke is also becoming clearer. Neuroimaging is also making invaluable contributions to clinical decision making in acute stroke, especially in relation to reperfusion therapies in the 3- to 6-hour time window. Despite ongoing questions over the choice of parameters to identify the penumbra and their respective clinical usefulness, imaging is gaining widespread use in acute stroke management. However, definitive evidence of its benefit is still lacking. This review explores the recent progress and controversies relating to imaging of the penumbra.
Collapse
|
31
|
Abstract
Thrombolytic therapy has led to a higher proportion of patients presenting to hospital early, and this, with parallel developments in imaging technology, has greatly improved the understanding of acute stroke pathophysiology. Additionally, MRI, including diffusion-weighted imaging (DWI) and gradient echo, or T2*, imaging is important in understanding basic structural information--such as distinguishing acute ischaemia from haemorrhage. It has also greatly increased sensitivity in the diagnosis of acute cerebral ischaemia. The pathophysiology of the ischaemic penumbra can now be assessed with CT or MRI-based perfusion imaging techniques, which are widely available and clinically applicable. Pathophysiological information from CT or MRI increasingly helps clinical trial design, may allow targeted therapy in individual patients, and may extend the time scale for reperfusion therapy.
Collapse
Affiliation(s)
- Keith W Muir
- Division of Clinical Neurosciences, University of Glasgow, Institute of Neurological Sciences, Southern General Hospital, Glasgow
| | | | | | | | | |
Collapse
|
32
|
Graves MJ, U-King-Im J, Howarth S, Gillard JH. Ultrafast magnetic resonance imaging protocols in stroke. Expert Rev Neurother 2006; 6:921-30. [PMID: 16784414 DOI: 10.1586/14737175.6.6.921] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Stroke is the third leading cause of death and morbidity in the Western world. Ever since the publication of the major randomized trials showing the benefit of thrombolysis in early acute stroke, there has been growing impetus for the diagnosis of acute stroke to become a medical emergency. Currently, computed tomography (CT) remains the diagnostic method of choice in the assessment of acute strokes. It is practical, rapid, and widely available and, as used in these trials, can robustly exclude acute hemorrhage before potential thrombolysis. Although magnetic resonance imaging (MRI) has a number of advantages over unenhanced CT, the practicalities of performing MRI in the acute setting have hampered its widespread use. There are several reasons why speed of imaging is paramount in acute strokes. Firstly, such patients are often unwell and agitated and, as such, require close monitoring. Moreover, because of the short window within which intravenous thrombolysis can be given, time-consuming imaging studies decrease the therapeutic options available and likelihood of successful intervention. This review summarizes the latest developments in ultrafast imaging protocols that have the potential to improve practical feasibility, and thus propel MRI back to the forefront of acute stroke imaging.
Collapse
Affiliation(s)
- Martin J Graves
- University of Cambridge Hospitals NHS Foundation Trust, Departments of Radiology and Medical Physics, Hills Road, Cambridge, CB2 2QQ, UK.
| | | | | | | |
Collapse
|