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Duprez T, Vlassenbroek A, Peeters A, Poncelet PA, Levecque E, Austein F, Pahn G, Nae Y, Abdallah S, Coche E. Preliminary experience of CT imaging of the ischaemic brain penumbra through spectral processing of multiphasic CTA datasets. Sci Rep 2023; 13:11431. [PMID: 37454162 PMCID: PMC10349801 DOI: 10.1038/s41598-023-38370-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 07/07/2023] [Indexed: 07/18/2023] Open
Abstract
To assess ischaemic penumbra through the post-processing of the spectral multiphasic CT Angiography (mCTA) data in acute ischaemic stroke (AIS) patients. Thirty one consecutive patients strongly suspected of severe Middle Cerebral Artery AIS presenting less than 6 h after onset of symptoms or with unknown time of onset of symptoms underwent a standardized CT protocol in spectral mode including Non Contrast CT, mCTA, and Perfusion CT (CTP) on a dual-layer MDCT system. Areas disclosing delayed enhancement on iodine density (ID) maps were highlighted by subtraction of the serial mCTA datasets. Two neuroradiologists independently rated the correspondence between delayed enhancing areas at mCTA and the penumbral/infarcted areas delineated by two validated CTP applications using a 5-levels scoring scale. Interobserver agreement between observers was evaluated by kappa statistics. Dose delivery was recorded for each acquisition. Averaged correspondence score between penumbra delineation using subtracted mCTA-derived ID maps and CTP ones was 2.76 for one application and 2.9 for the other with best interobserver agreement kappa value at 0.59. All 6 stroke mimics out of the 31 patients' cohort were correctly identified. Average dose delivery was 7.55 mSv for the whole procedure of which CTP accounted for 39.7%. Post-processing of spectral mCTA data could allow clinically relevant assessment of the presence or absence of ischaemic penumbra in AIS-suspected patients if results of this proof-of-concept study should be confirmed in larger patients'series.
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Affiliation(s)
- T Duprez
- Department of Radiology, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200, Brussels, Belgium
| | - A Vlassenbroek
- CT/AMI Clinical Science, Philips Health Systems, Avenue du Bourgmestre Etienne Demunter 1, 1090, Brussels, Belgium.
| | - A Peeters
- Department of Neurology, Stroke Unit, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200, Brussels, Belgium
| | - P A Poncelet
- Department of Medical Imaging, Grand Hôpital de Charleroi (GHdC), Grand'Rue, 3, 6000, Charleroi, Belgium
| | - E Levecque
- Department of Neurology, Stroke Unit, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200, Brussels, Belgium
| | - F Austein
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20426, Hamburg, Germany
| | - G Pahn
- PD CT/AMI Clinical Science, Philips GmbH Market DACH, Röntgenstraße 22-24, 22335, Hamburg, Germany
| | - Y Nae
- CT/AMI Clinical Science, Advanced Technologies Center, Philips Medical Systems Technologies Ltd., Building No. 34, P.O. Box 325, 3100202, Haifa, Israel
| | - S Abdallah
- CT/AMI Clinical Science, Advanced Technologies Center, Philips Medical Systems Technologies Ltd., Building No. 34, P.O. Box 325, 3100202, Haifa, Israel
| | - E Coche
- Department of Radiology, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200, Brussels, Belgium
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Winder A, d’Esterre CD, Menon BK, Fiehler J, Forkert ND. Automatic arterial input function selection in CT and MR perfusion datasets using deep convolutional neural networks. Med Phys 2020; 47:4199-4211. [DOI: 10.1002/mp.14351] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 05/27/2020] [Accepted: 06/18/2020] [Indexed: 11/06/2022] Open
Affiliation(s)
- Anthony Winder
- Department of Radiology University of Calgary Calgary Canada
- Hotchkiss Brain Institute University of Calgary Calgary Canada
| | - Christopher D. d’Esterre
- Hotchkiss Brain Institute University of Calgary Calgary Canada
- Department of Clinical Neuroscience University of Calgary Calgary Canada
| | - Bijoy K. Menon
- Department of Radiology University of Calgary Calgary Canada
- Hotchkiss Brain Institute University of Calgary Calgary Canada
- Department of Clinical Neuroscience University of Calgary Calgary Canada
| | - Jens Fiehler
- Department of Diagnostic and Interventional Neuroradiology University Medical Center Hamburg‐Eppendorf Hamburg Germany
| | - Nils D. Forkert
- Department of Radiology University of Calgary Calgary Canada
- Hotchkiss Brain Institute University of Calgary Calgary Canada
- Department of Clinical Neuroscience University of Calgary Calgary Canada
- Alberta Children's Hospital Research InstituteUniversity of Calgary Calgary Canada
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Relation between reperfusion and hemorrhagic transformation in acute ischemic stroke. Neuroradiology 2015; 57:1219-25. [PMID: 26337766 PMCID: PMC4648971 DOI: 10.1007/s00234-015-1577-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 08/10/2015] [Indexed: 11/03/2022]
Abstract
INTRODUCTION Intravenous recombinant tissue plasminogen activator (IV-rtPA) is given in acute ischemic stroke patients to achieve reperfusion. Hemorrhagic transformation (HT) is a serious complication of IV-rtPA treatment and related to blood-brain barrier (BBB) injury. It is unclear whether HT occurs secondary to reperfusion in combination with ischemic BBB injury or is caused by the negative effect of IV-rtPA on BBB integrity. The aim of this study was to establish the association between reperfusion and the occurrence of HT. METHODS From the DUST study, patients were selected with admission and follow-up non-contrast CT (NCCT) and CT perfusion (CTP) imaging, and a perfusion deficit in the middle cerebral artery territory on admission. Reperfusion was categorized qualitatively as reperfusion or no-reperfusion by visual comparison of admission and follow-up CTP. Occurrence of HT was assessed on follow-up NCCT. The association between reperfusion and occurrence of HT on follow-up was estimated by calculating odds ratios (ORs) and 95 % confidence intervals (CIs) with additional stratification for IV-rtPA treatment. RESULTS Inclusion criteria were met in 299 patients. There was no significant association between reperfusion and HT (OR 1.2 95%CI 0.5-3.1). In patients treated with IV-rtPA (n = 203), the OR was 1.3 (95%CI 0.4-4.0), and in patients not treated with IV-rtPA (n = 96), the OR was 0.8 (95%CI 0.1-4.5). HT occurred in 14 % of the IV-rtPA patients and in 7 % of patients without IV-rtPA (95%CI of difference -1 to 14 %). CONCLUSION Our results suggest that the increased risk of HT after acute ischemic stroke treatment is not dependent on the reperfusion status.
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Horsch AD, Dankbaar JW, Niesten JM, van Seeters T, van der Schaaf IC, van der Graaf Y, Mali WPTM, Velthuis BK. Predictors of reperfusion in patients with acute ischemic stroke. AJNR Am J Neuroradiol 2015; 36:1056-62. [PMID: 25907522 DOI: 10.3174/ajnr.a4283] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Accepted: 12/11/2014] [Indexed: 12/31/2022]
Abstract
BACKGROUND AND PURPOSE Ischemic stroke studies emphasize a difference between reperfusion and recanalization, but predictors of reperfusion have not been elucidated. The aim of this study was to evaluate the relationship between reperfusion and recanalization and identify predictors of reperfusion. MATERIALS AND METHODS From the Dutch Acute Stroke Study, 178 patients were selected with an MCA territory deficit on admission CTP and day 3 follow-up CTP and CTA. Reperfusion was evaluated on CTP, and recanalization on CTA, follow-up imaging. Reperfusion percentages were calculated in patients with and without recanalization. Patient admission and treatment characteristics and admission CT imaging parameters were collected. Their association with complete reperfusion was analyzed by using univariate and multivariate logistic regression. RESULTS Sixty percent of patients with complete recanalization showed complete reperfusion (relative risk, 2.60; 95% CI, 1.63-4.13). Approximately one-third of patients showed some discrepancy between recanalization and reperfusion status. Lower NIHSS score (OR, 1.06; 95% CI, 1.01-1.11), smaller infarct core size (OR, 3.11; 95% CI, 1.46-6.66; and OR, 2.40; 95% CI, 1.14-5.02), smaller total ischemic area (OR, 4.20; 95% CI, 1.91-9.22; and OR, 2.35; 95% CI, 1.12-4.91), lower clot burden (OR, 1.35; 95% CI, 1.14-1.58), distal thrombus location (OR, 3.02; 95% CI, 1.76-5.20), and good collateral score (OR, 2.84; 95% CI, 1.34-6.02) significantly increased the odds of complete reperfusion. In multivariate analysis, only total ischemic area (OR, 6.12; 95% CI, 2.69-13.93; and OR, 1.91; 95% CI, 0.91-4.02) was an independent predictor of complete reperfusion. CONCLUSIONS Recanalization and reperfusion are strongly associated but not always equivalent in ischemic stroke. A smaller total ischemic area is the only independent predictor of complete reperfusion.
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Affiliation(s)
- A D Horsch
- From the Department of Radiology (A.D.H., J.W.D., J.M.N., T.v.S., I.C.v.d.S., W.P.Th.M.M., B.K.V.), University Medical Center Utrecht, Utrecht, the Netherlands Department of Radiology (A.D.H.), Rijnstate Hospital, Arnhem, the Netherlands
| | - J W Dankbaar
- From the Department of Radiology (A.D.H., J.W.D., J.M.N., T.v.S., I.C.v.d.S., W.P.Th.M.M., B.K.V.), University Medical Center Utrecht, Utrecht, the Netherlands
| | - J M Niesten
- From the Department of Radiology (A.D.H., J.W.D., J.M.N., T.v.S., I.C.v.d.S., W.P.Th.M.M., B.K.V.), University Medical Center Utrecht, Utrecht, the Netherlands
| | - T van Seeters
- From the Department of Radiology (A.D.H., J.W.D., J.M.N., T.v.S., I.C.v.d.S., W.P.Th.M.M., B.K.V.), University Medical Center Utrecht, Utrecht, the Netherlands
| | - I C van der Schaaf
- From the Department of Radiology (A.D.H., J.W.D., J.M.N., T.v.S., I.C.v.d.S., W.P.Th.M.M., B.K.V.), University Medical Center Utrecht, Utrecht, the Netherlands
| | - Y van der Graaf
- Julius Center for Health Sciences and Primary Care (Y.v.d.G.), Utrecht, the Netherlands
| | - W P Th M Mali
- From the Department of Radiology (A.D.H., J.W.D., J.M.N., T.v.S., I.C.v.d.S., W.P.Th.M.M., B.K.V.), University Medical Center Utrecht, Utrecht, the Netherlands
| | - B K Velthuis
- From the Department of Radiology (A.D.H., J.W.D., J.M.N., T.v.S., I.C.v.d.S., W.P.Th.M.M., B.K.V.), University Medical Center Utrecht, Utrecht, the Netherlands
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Horsch AD, Dankbaar JW, van Seeters T, Niesten JM, Luitse MJA, Vos PC, van der Schaaf IC, Biessels GJ, van der Graaf Y, Kappelle LJ, Mali WPTM, Velthuis BK. Relation between stroke severity, patient characteristics and CT-perfusion derived blood-brain barrier permeability measurements in acute ischemic stroke. Clin Neuroradiol 2015; 26:415-421. [PMID: 25722019 PMCID: PMC5131081 DOI: 10.1007/s00062-015-0375-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Accepted: 01/22/2015] [Indexed: 11/28/2022]
Abstract
Purpose Increased blood-brain barrier permeability (BBBP) can result from ischemia. In this study the relation between stroke severity, patient characteristics and admission BBBP values measured with CT-perfusion (CTP) was investigated in acute ischemic stroke patients. Methods From prospective data of the Dutch Acute Stroke Study 149 patients with a middle cerebral artery stroke and extended CTP were selected. BBBP values were measured in the penumbra and infarct core as defined by CTP thresholds, and in the contra-lateral hemisphere. The relation between stroke (severity) variables and patient characteristics, including early CT signs, dense vessel sign (DVS), time to scan and National Institute of Health Stroke Score (NIHSS), and BBBP parameters in penumbra and infarct core was quantified with regression analysis. Results Early CT signs were related to higher BBBP values in the infarct core (B = 0.710), higher ipsi- to contra-lateral BBBP ratios (B = 0.326) and higher extraction ratios in the infarct core (B = 16.938). Females were found to have lower BBBP values in penumbra and infarct core (B = − 0.446 and − 0.776 respectively) and lower extraction ratios in the infarct core (B = − 10.463). If a DVS was present the ipsi- to contra-lateral BBBP ratios were lower (B = − 0.304). There was no relation between NIHSS or time to scan and BBBP values. Conclusion Early CT signs are related to higher BBBP values in the infarct core, suggesting that only severe ischemic damage alters BBBP within the first hours after symptom onset.
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Affiliation(s)
- Alexander D Horsch
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132, 3584, Utrecht, CX, The Netherlands.
- Department of Radiology, Rijnstate Hospital, Arnhem, The Netherlands.
| | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132, 3584, Utrecht, CX, The Netherlands
| | - Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132, 3584, Utrecht, CX, The Netherlands
| | - Joris M Niesten
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132, 3584, Utrecht, CX, The Netherlands
| | - Merel J A Luitse
- Department of Neurology, Utrecht Stroke Center, University Medical Center, Utrecht, The Netherlands
| | - Pieter C Vos
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132, 3584, Utrecht, CX, The Netherlands
| | - Irene C van der Schaaf
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132, 3584, Utrecht, CX, The Netherlands
| | - Geert-Jan Biessels
- Department of Neurology, Utrecht Stroke Center, University Medical Center, Utrecht, The Netherlands
| | | | - L Jaap Kappelle
- Department of Neurology, Utrecht Stroke Center, University Medical Center, Utrecht, The Netherlands
| | - Willem P Th M Mali
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132, 3584, Utrecht, CX, The Netherlands
| | - Birgitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01.132, 3584, Utrecht, CX, The Netherlands
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Radiation dose reduction in cerebral CT perfusion imaging using iterative reconstruction. Eur Radiol 2013; 24:484-93. [DOI: 10.1007/s00330-013-3042-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Revised: 09/02/2013] [Accepted: 09/25/2013] [Indexed: 10/26/2022]
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