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Valente M, Bivard A, Yan B, Chen C, Visser M, Ma H, Lin L, Parsons M. Novel Vascular Territory Mapping Algorithm as a Predictive Tool for Identification of Antegrade Flow in Middle Cerebral Artery Occlusion. Stroke 2025; 56:488-493. [PMID: 39758011 DOI: 10.1161/strokeaha.124.048892] [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: 08/08/2024] [Revised: 11/08/2024] [Accepted: 12/05/2024] [Indexed: 01/07/2025]
Abstract
BACKGROUND Vascular territory mapping (VTM) software estimates which intracerebral vessel provides predominant arterial flow to a brain voxel. The presence of antegrade flow in the setting of acute middle cerebral artery (MCA) occlusion is associated with improved outcomes. We identify whether VTM software is a determinant of antegrade flow in patients with proximal MCA occlusion. METHODS Consecutive patients with the first branch of MCA (M1) occlusion were analyzed from the International Stroke Perfusion Imaging Registry with their computed tomography perfusion reprocessed through VTM software. Authors reviewed dynamic 4-dimensional computed tomography angiography for the presence of an acute M1 thrombus and also for the presence of residual antegrade flow. The VTM software assigned regions of the brain to an estimated feeding vessel (anterior cerebral artery, MCA, and posterior cerebral artery). A binomial logistic regression was performed to determine the effects of VTM, ischemic core (cerebral blood flow <30), and perfusion lesion (delay time >3) on the likelihood that patients had the presence of any antegrade flow in the MCA territory. A secondary analysis was performed to assess the relationship between imaging variables and 3-month modified Rankin Scale outcomes. RESULTS The final data set included 130 patients with M1 occlusion. The median age of participants was 74 years (interquartile range, 62-81) with an onset-to-scan time of 2.1 hours (interquartile range, 1.4-3.8) and a National Institutes of Health Stroke Scale score of 15 (interquartile range, 12-20). Eighteen patients were identified with antegrade flow on 4-dimensional digital subtraction angiography. Patients with antegrade flow had significantly larger VTM volume normal side MCA, 101 (72-180) mL, compared with those with complete occlusion, 41 (21-71) mL. VTM volume normal side MCA volume significantly predicted antegrade flow and outcome, and 1 mL VTM volume normal side MCA volume increased odds of antegrade flow by 1.024 (95% CI, 1.013-1.036). Ischemic core and the perfusion lesion volumes did not predict antegrade flow. CONCLUSIONS VTM software was more effective than traditional perfusion parameters in the detection of antegrade flow. The results demonstrate a potential clinical utility for VTM; however, larger cohorts will be required to detect whether VTM can predict clinical outcome after reperfusion treatment.
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Affiliation(s)
- Michael Valente
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia (M. Valente, A.B., B.Y., M. Visser)
- Department of Neurology, Monash Health, Clayton, Victoria, Australia (M. Valente, H.M.)
| | - Andrew Bivard
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia (M. Valente, A.B., B.Y., M. Visser)
| | - Bernard Yan
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia (M. Valente, A.B., B.Y., M. Visser)
| | - Chushuang Chen
- South Western Sydney Clinical School University of New South Wales, Department of Neurology Liverpool Hospital, Ingham Institute of Applied Medical Research, Australia (C.C., L.L., M.P.)
| | - Milanka Visser
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia (M. Valente, A.B., B.Y., M. Visser)
| | - Henry Ma
- Department of Neurology, Monash Health, Clayton, Victoria, Australia (M. Valente, H.M.)
| | - Longting Lin
- South Western Sydney Clinical School University of New South Wales, Department of Neurology Liverpool Hospital, Ingham Institute of Applied Medical Research, Australia (C.C., L.L., M.P.)
| | - Mark Parsons
- South Western Sydney Clinical School University of New South Wales, Department of Neurology Liverpool Hospital, Ingham Institute of Applied Medical Research, Australia (C.C., L.L., M.P.)
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Li J, Meng Q, Huang L, Pylypenko D, Zhong H. Pseudo-continuous and territorial arterial spin labeling MRI for assessment of cerebral perfusion in moyamoya disease after revascularization: A comparative study with digital subtraction angiography. Heliyon 2024; 10:e37368. [PMID: 39296041 PMCID: PMC11409125 DOI: 10.1016/j.heliyon.2024.e37368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 08/31/2024] [Accepted: 09/02/2024] [Indexed: 09/21/2024] Open
Abstract
Purpose To evaluate if pseudo-continuous arterial spin labeling (pcASL) and territorial ASL (tASL) can assess cerebral perfusion post-revascularization in Moyamoya disease and compare with digital subtraction angiography (DSA) outcomes. Materials and methods Patients diagnosed with Moyamoya disease who underwent pcASL using two post-labeling delays (short ASL, 1,525 ms; delayed ASL, 2,525 ms), tASL, and DSA 3 months after surgery at a single institution were retrospectively evaluated. Manual delineation on pcASL cerebral blood flow (CBF) maps covered middle cerebral artery (MCA) territory on both sides, and cerebellum. Normalized CBF (nCBF) was calculated. Revascularization in the MCA territory was evaluated with external carotid angiography and tASL, graded on a three-point scale. Intermodality agreement was analyzed with weighted κ statistics. Correlation between pcASL-derived nCBF and tASL-measured revascularization, and revascularization grade from direct angiography, was determined. Diagnostic performance of pcASL and tASL was evaluated using DSA as a reference via receiver operating characteristic (ROC) curve analysis. Results A total of 32 hemispheres from 31 patients were assessed. On the operated side, sASL and dASL had nCBF values of 1.00 ± 0.30 and 1.31 ± 0.31, respectively. Revascularization area grading showed substantial intermodality agreement (weighted κ = 0.68; 95 % CI: 0.49, 0.87). DSA revascularization moderately correlated with sASL and dASL nCBF values (r = 0.56 and 0.47) and strongly correlated with tASL revascularization area (r = 0.73). ROC analysis revealed that sASL and dASL nCBF values reflected revascularization (area under the curve (AUC) = 0.86 and 0.77) and tASL revascularization area (AUC = 0.91). Combined pcASL and tASL had an AUC of 0.93, comparable to tASL alone, improving diagnostic performance. The diagnostic accuracy of nCBF for sASL was 87.5 %, superior to 75 % for dASL. The diagnostic accuracy of tASL external carotid artery revascularization area was 87.5 %, with sensitivity and specificity of 88 % and 85.7 %, respectively. Conclusion The combination of pcASL and tASL outperformed pcASL alone in assessing cerebral perfusion post-Moyamoya disease revascularization.
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Affiliation(s)
- Juan Li
- Department of Radiology, The Second Hospital of Shandong University, Ji Nan, Shandong Province, 250033, China
| | - Qinghu Meng
- Department of Neurosurgery, The Second Hospital of Shandong University, Ji Nan, Shandong Province, 250033, China
| | - Ling Huang
- Department of Radiology, The Second Hospital of Shandong University, Ji Nan, Shandong Province, 250033, China
| | | | - Hai Zhong
- Department of Radiology, The Second Hospital of Shandong University, Ji Nan, Shandong Province, 250033, China
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Jaafar N, Alsop DC. Arterial Spin Labeling: Key Concepts and Progress Towards Use as a Clinical Tool. Magn Reson Med Sci 2024; 23:352-366. [PMID: 38880616 PMCID: PMC11234948 DOI: 10.2463/mrms.rev.2024-0013] [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: 02/06/2024] [Accepted: 05/15/2024] [Indexed: 06/18/2024] Open
Abstract
Arterial spin labeling (ASL), a non-invasive MRI technique, has emerged as a valuable tool for researchers that can measure blood flow and related parameters. This review aims to provide a qualitative overview of the technical principles and recent developments in ASL and to highlight its potential clinical applications. A growing literature demonstrates impressive ASL sensitivity to a range of neuropathologies and treatment responses. Despite its potential, challenges persist in the translation of ASL to widespread clinical use, including the lack of standardization and the limited availability of comprehensive training. As experience with ASL continues to grow, the final stage of translation will require moving beyond single site observational studies to multi-site experience and measurement of the added contribution of ASL to patient care and outcomes.
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Affiliation(s)
- Narjes Jaafar
- Department of Radiology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA
| | - David C. Alsop
- Department of Radiology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA
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Zerweck L, Pohmann R, Klose U, Martirosian P, Haas P, Ernemann U, Khan N, Roder C, Hauser TK, Hennersdorf F. Evaluation of the contribution of individual arteries to the cerebral blood supply in patients with Moyamoya angiopathy: comparison of vessel-encoded arterial spin labeling and digital subtraction angiography. Neuroradiology 2024; 66:1131-1140. [PMID: 38492021 DOI: 10.1007/s00234-024-03338-7] [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: 11/29/2023] [Accepted: 03/11/2024] [Indexed: 03/18/2024]
Abstract
PURPOSE Vessel-encoded arterial spin labeling (VE-ASL) is able to provide noninvasive information about the contribution of individual arteries to the cerebral perfusion. The aim of this study was to compare VE-ASL to the diagnostic standard digital subtraction angiography (DSA) with respect to its ability to visualize vascular territories. METHODS In total, 20 VE-ASL and DSA data sets of 17 patients with Moyamoya angiopathy with and without revascularization surgery were retrospectively analyzed. Two neuroradiologists independently assessed the agreement between VE-ASL and DSA using a 4-point Likert scale (no- very high agreement). Additionally, grading of the vascular supply of subterritories (A1-A2, M1-M6) on the VE-ASL images and angiograms was performed. The intermodal agreement was calculated for all subterritories in total and for the subdivision into without and after revascularization (direct or indirect bypass). RESULTS There was a very high agreement between the VE-ASL and the DSA data sets (median = 1, modus = 1) with a substantial inter-rater agreement (kw = 0.762 (95% CI 0.561-0.963)). The inter-modality agreement between VE-ASL and DSA in vascular subterritories was almost perfect for all subterritories (k = 0.899 (0.865-0.945)), in the subgroup of direct revascularized subterritories (k = 0.827 (0.738-0.915)), in the subgroup of indirect revascularized subterritories (k = 0.843 (0.683-1.003)), and in the subgroup of never revascularized subterritories (k = 0.958 (0.899-1.017)). CONCLUSION Vessel-encoded ASL seems to be a promising non-invasive method to depict the contributions of individual arteries to the cerebral perfusion before and after revascularization surgery.
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Affiliation(s)
- Leonie Zerweck
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tuebingen, Germany.
| | - Rolf Pohmann
- Magnetic Resonance Center, Max-Planck-Institute for Biological Cybernetics, Tuebingen, Germany
| | - Uwe Klose
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tuebingen, Germany
| | - Petros Martirosian
- Section on Experimental Radiology, Department of Diagnostic and Interventional Radiology, University Hospital Tuebingen, Tuebingen, Germany
| | - Patrick Haas
- Department of Neurosurgery, University Hospital Tuebingen, Tuebingen, Germany
| | - Ulrike Ernemann
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tuebingen, Germany
| | - Nadia Khan
- Department of Neurosurgery, University Hospital Tuebingen, Tuebingen, Germany
- Moyamoya Center, University Children's Hospital, Zurich, Switzerland
| | - Constantin Roder
- Department of Neurosurgery, University Hospital Tuebingen, Tuebingen, Germany
| | - Till-Karsten Hauser
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tuebingen, Germany
| | - Florian Hennersdorf
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tuebingen, Germany
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Tang L, Liu Z, Ji Z, Zhang X, Zhao M, Peng D, Han L. Promotion of mature angiogenesis in ischemic stroke by Taohong Siwu decoction through glycolysis activation. Front Pharmacol 2024; 15:1395167. [PMID: 38962303 PMCID: PMC11221195 DOI: 10.3389/fphar.2024.1395167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Accepted: 05/22/2024] [Indexed: 07/05/2024] Open
Abstract
Backgrounds: Mature angiogenesis plays a critical role in improving cerebral ischemia-reperfusion injury (CIRI). Glycolysis serves as the primary energy source for brain microvascular endothelial cells (BMECs), whereas other vascular cells rely on aerobic respiration. Therefore, intercellular variations in energy metabolism could influence mature angiogenesis. Taohong Siwu Decoction (THSWD) has demonstrated efficacy in treating ischemic stroke (IS), yet its potential to promote mature angiogenesis through glycolysis activation remains unclear. Methods: In this study, we established a middle cerebral artery occlusion/reperfusion (MCAO/R) model in vivo and an oxygen-glucose deprivation/reoxygenation (OGD/R) model in vitro. We assessed neuroprotective effects using neurobehavioral scoring, 2,3,5-triphenyltetrazolium chloride (TTC) staining, Hematoxylin-eosin (HE) staining, and Nissl staining in MCAO/R rats. Additionally, we evaluated mature angiogenesis and glycolysis levels through immunofluorescence, immunohistochemistry, and glycolysis assays. Finally, we investigated THSWD's mechanism in linking glycolysis to mature angiogenesis in OGD/R-induced BMECs. Results: In vivo experiments demonstrated that THSWD effectively mitigated cerebral damage and restored neurological function in MCAO/R rats. THSWD significantly enhanced CD31, Ang1, PDGFB, and PDGFR-β expression levels, likely associated with improved glucose, pyruvate, and ATP levels, along with reduced lactate and lactate/pyruvate ratios. In vitro findings suggested that THSWD may boost the expression of mature angiogenesis factors (VEGFA, Ang1, and PDGFB) by activating glycolysis, increasing glucose uptake and augmenting lactate, pyruvate, and ATP content, thus accelerating mature angiogenesis. Conclusion: THSWD could alleviate CIRI by activating the glycolysis pathway to promote mature angiogenesis. Targeting the glycolysis-mediated mature angiogenesis alongside THSWD therapy holds promise for IS treatment.
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Affiliation(s)
- Linfeng Tang
- Department of Pharmacy, Anhui University of Chinese Medicine, Hefei, China
- Anhui Province Key Laboratory of Chinese Medicinal Formula, Hefei, China
| | - Zhuqing Liu
- Department of Pharmacy, Anhui University of Chinese Medicine, Hefei, China
- Anhui Province Key Laboratory of Chinese Medicinal Formula, Hefei, China
| | - Zhaojie Ji
- Department of Pharmacy, Anhui University of Chinese Medicine, Hefei, China
- Anhui Province Key Laboratory of Chinese Medicinal Formula, Hefei, China
| | - Xueting Zhang
- Department of Pharmacy, Anhui University of Chinese Medicine, Hefei, China
- Anhui Province Key Laboratory of Chinese Medicinal Formula, Hefei, China
| | - Mengdie Zhao
- Department of Pharmacy, Anhui University of Chinese Medicine, Hefei, China
- Anhui Province Key Laboratory of Chinese Medicinal Formula, Hefei, China
| | - Daiyin Peng
- Department of Pharmacy, Anhui University of Chinese Medicine, Hefei, China
- Anhui Province Key Laboratory of Chinese Medicinal Formula, Hefei, China
- MOE-Anhui Joint Collaborative Innovation Center for Quality Improvement of Anhui Genuine Chinese Medicinal Materials, Hefei, China
| | - Lan Han
- Department of Pharmacy, Anhui University of Chinese Medicine, Hefei, China
- Anhui Province Key Laboratory of Chinese Medicinal Formula, Hefei, China
- MOE-Anhui Joint Collaborative Innovation Center for Quality Improvement of Anhui Genuine Chinese Medicinal Materials, Hefei, China
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Pei C, He C, Li H, Li X, Huang W, Liu J, Yin J. Clinical and imaging markers for the prognosis of acute ischemic stroke. Front Neurol 2024; 15:1345914. [PMID: 38487321 PMCID: PMC10937465 DOI: 10.3389/fneur.2024.1345914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 02/19/2024] [Indexed: 03/17/2024] Open
Abstract
Background and purpose Significant differences in the outcomes observed in patients with acute ischemic stroke (AIS) have led to research investigations for identifying the predictors. In this retrospective study, we aimed to investigate the relationship of different clinical and imaging factors with the prognosis of AIS. Materials and methods All clinical and imaging metrics were compared between the good and poor prognosis groups according to the modified Rankin Scale (mRS) score at 90 days after discharge. Clinical factors included gender, age, NIHSS scores at admission, and other medical history risk factors. Imaging markers included the lesion's size and location, diffusion, and perfusion metrics of infarction core and peripheral regions, and the state of collateral circulation. Spearman's correlations were analyzed for age and imaging markers between the different groups. The Chi-square test and Cramer's V coefficient analysis were performed for gender, collateral circulation status, NIHSS score, and other stroke risk factors. Results A total of 89 patients with AIS were divided into the good (mRS score ≤ 2) and poor prognosis groups (mRS score ≥ 3). There were differences in NIHSS score at the admission; relative MK (rMK), relative MD (rMD), relative CBF (rCBF) of the infarction core; relative mean transit time (rMTT), relative time to peak (rTTP), and relative CBF (rCBF) of peripheral regions; and collateral circulation status between the two groups (p < 0.05). Among them, the rMK of infarction lesions had the strongest correlation with the mRS score at 90 days after discharge (r = 0.545, p < 0.001). Conclusion Perfusion and diffusion metrics could reflect the microstructure and blood flow characteristics of the lesion, which were the key factors for the salvage ability and prognosis of the infarction tissue. The characteristics of the infarction core and peripheral regions have different effects on the outcomes. Diffusion of infarction core has strong relations with the prognosis, whereas the time metrics (MTT, TTP) were more important for peripheral regions. MK had a more significant association with prognosis than MD. These factors were the primary markers influencing the prognosis of cerebral infarction patients.
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Affiliation(s)
- Chenyang Pei
- Tianjin Medical University, Tianjin, China
- Department of Radiology, Haikou People's Hospital, Affiliated Haikou Hospital of Xiangya Medical College, Central South University, Haikou, Hainan, China
| | - Che He
- Medical Imaging Center, The First People's Hospital of Qujing, Qujing, Yunnan, China
| | - Han Li
- Tianjin Medical University, Tianjin, China
| | - Xiangying Li
- Department of Radiology, Haikou People's Hospital, Affiliated Haikou Hospital of Xiangya Medical College, Central South University, Haikou, Hainan, China
| | - Weihui Huang
- Department of Neurology, Tianjin First Central Hospital, Tianjin, China
| | - Jun Liu
- Department of Radiology, Tianjin Fourth Central Hospital, Tianjin, China
| | - Jianzhong Yin
- Department of Radiology, Haikou People's Hospital, Affiliated Haikou Hospital of Xiangya Medical College, Central South University, Haikou, Hainan, China
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Lu S, Su C, Cao Y, Jia Z, Shi H, He Y, Yan L. Assessment of Collateral Flow in Patients with Carotid Stenosis Using Random Vessel-Encoded Arterial Spin-Labeling: Comparison with Digital Subtraction Angiography. AJNR Am J Neuroradiol 2024; 45:155-162. [PMID: 38238091 PMCID: PMC11285992 DOI: 10.3174/ajnr.a8100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 11/07/2023] [Indexed: 02/09/2024]
Abstract
BACKGROUND AND PURPOSE Collateral circulation plays an important role in steno-occlusive internal carotid artery disease (ICAD) to reduce the risk of stroke. We aimed to investigate the utility of planning-free random vessel-encoded arterial spin-labeling (rVE-ASL) in assessing collateral flows in patients with ICAD. MATERIALS AND METHODS Forty patients with ICAD were prospectively recruited. The presence and extent of collateral flow were assessed and compared between rVE-ASL and DSA by using Contingency (C) and Cramer V (V) coefficients. The differences in flow territory alterations stratified by stenosis ratio and symptoms, respectively, were compared between symptomatic (n = 19) and asymptomatic (n = 21) patients by using the Fisher exact test. RESULTS Good agreement was observed between rVE-ASL and DSA in assessing collateral flow (C = 0.762, V = 0.833, both P < .001). Patients with ICA stenosis of ≥90% were more likely to have flow alterations (P < .001). Symptomatic patients showed a higher prevalence of flow alterations in the territory of the MCA on the same side of ICAD (63.2%), compared with asymptomatic patients (23.8%, P = .012), while the flow alterations in the territory of anterior cerebral artery did not differ (P = .442). The collateral flow to MCA territory was developed primarily from the contralateral internal carotid artery (70.6%) and vertebrobasilar artery to a lesser extent (47.1%). CONCLUSIONS rVE-ASL provides comparable information with DSA on the assessment of collateral flow. The flow alterations in the MCA territory may be attributed to symptomatic ICAD.
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Affiliation(s)
- Shanshan Lu
- From the Department of Radiology (S.L., C.S.), The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Chunqiu Su
- From the Department of Radiology (S.L., C.S.), The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Yuezhou Cao
- Department of Interventional Radiology (Y.C., Z.J., H.S.), The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Zhenyu Jia
- Department of Interventional Radiology (Y.C., Z.J., H.S.), The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Haibin Shi
- Department of Interventional Radiology (Y.C., Z.J., H.S.), The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Yining He
- Department of Radiology (Y.H., L.Y.), Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Lirong Yan
- Department of Radiology (Y.H., L.Y.), Feinberg School of Medicine, Northwestern University, Chicago, Illinois
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Sasahara M, Yamanaka M, Matsushita T, Abe T, Otomo M, Yamamoto Y, Yamamoto N, Kanematsu Y, Izumi Y, Takagi Y, Miyoshi M, Harada M. Evaluation of the Ischemic Penumbra and Prognosis in acute Cerebral Infarction Using Cerebral Blood Flow and Delay Time Derived from Multi-delay pCASL Imaging. THE JOURNAL OF MEDICAL INVESTIGATION 2024; 71:286-292. [PMID: 39462566 DOI: 10.2152/jmi.71.286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
PURPOSE The purpose of this study was to evaluate the ischemic penumbra and prognosis in acute cerebral infarction using cerebral blood flow (CBF) and delay time (DT) derived from multi-delay pseudo-continuous arterial spin-labeling (pCASL) imaging and to estimate the possible use of such indices to predict prognosis. METHOD Our subjects comprised 25 patients who were diagnosed with cerebral infarction in our stroke center between September 2017 and December 2018 and underwent pCASL perfusion MRI. The time from onset to MRI was 0.6 to 20 h (mean, 6 h) and was less than 4.5 h in 16 patients. Twelve patients received conservative treatment, three were treated with tPA, and the remaining 10 patients underwent invasive treatment (e.g., thrombectomy). They were subdivided by recanalization:18 patients were non-recanalized and 7 were recanalized. We evaluated the mean cerebral blood flow (CBF) and mean arterial transit DT at the infarct core and penumbra and the infarct size at the initial and follow-up examinations and calculated the infarct enlargement ratio (ER) from the initial and final infarct sizes. We also assessed clinical prognosis by using the initial and final NIHSS scores. We investigated the relationship among the ASL, ER, and NIHSS parameters and determined predictors of infarct enlargement using logistic analysis. RESULT The degree of the CBF decrease was related to the size of the initial infarct lesion (CBF at core:r=-0.4060, p=0.044;CBF at penumbra:r=-0.4970, p=0.012) and initial NIHSS (r=-0.451, p=0.024;CBF at penumbra:r=-0.491, p=0.013). Because no parameters were correlated with the ER in all patients. Specifically in the non-recanalization group, the DT at the penumbra was positively correlated with the ER (r=-0.496, p=0.034). Moreover, by logistic regression analysis, the DT at the penumbra was the only independent predictor of infarct enlargement in all patients (p=0.047) and in non-recanalization patients (p=0.036). CONCLUSION The only parameter predicting the ER was the mean DT at the penumbra, and the tendency was affected by recanalization status. DT obtained by multi-delay ASL may become a prognostic index of acute cerebral infarction. J. Med. Invest. 71 : 286-292, August, 2024.
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Affiliation(s)
- Mihoko Sasahara
- Department of Radiology, Tokushima University, Tokushima, Japan
| | | | | | - Takashi Abe
- Department of Radiology, Tokushima University, Tokushima, Japan
| | - Maki Otomo
- Department of Radiology, Tokushima University, Tokushima, Japan
| | - Yuki Yamamoto
- Department of Neurology, Tokushima University, Tokushima, Japan
| | | | | | - Yuishin Izumi
- Department of Neurology, Tokushima University, Tokushima, Japan
| | - Yasushi Takagi
- Department of Neurosurgery, Tokushima University, Tokushima, Japan
| | | | - Masafumi Harada
- Department of Radiology, Tokushima University, Tokushima, Japan
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Hong SW, Song HN, Choi JU, Cho HH, Baek IY, Lee JE, Kim YC, Chung D, Chung JW, Bang OY, Kim GM, Park HJ, Liebeskind DS, Seo WK. Automated in-depth cerebral arterial labelling using cerebrovascular vasculature reframing and deep neural networks. Sci Rep 2023; 13:3255. [PMID: 36828857 PMCID: PMC9957982 DOI: 10.1038/s41598-023-30234-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 02/20/2023] [Indexed: 02/26/2023] Open
Abstract
Identifying the cerebral arterial branches is essential for undertaking a computational approach to cerebrovascular imaging. However, the complexity and inter-individual differences involved in this process have not been thoroughly studied. We used machine learning to examine the anatomical profile of the cerebral arterial tree. The method is less sensitive to inter-subject and cohort-wise anatomical variations and exhibits robust performance with an unprecedented in-depth vessel range. We applied machine learning algorithms to disease-free healthy control subjects (n = 42), patients with stroke with intracranial atherosclerosis (ICAS) (n = 46), and patients with stroke mixed with the existing controls (n = 69). We trained and tested 70% and 30% of each study cohort, respectively, incorporating spatial coordinates and geometric vessel feature vectors. Cerebral arterial images were analyzed based on the 'segmentation-stacking' method using magnetic resonance angiography. We precisely classified the cerebral arteries across the exhaustive scope of vessel components using advanced geometric characterization, redefinition of vessel unit conception, and post-processing algorithms. We verified that the neural network ensemble, with multiple joint models as the combined predictor, classified all vessel component types independent of inter-subject variations in cerebral arterial anatomy. The validity of the categorization performance of the model was tested, considering the control, ICAS, and control-blended stroke cohorts, using the area under the receiver operating characteristic (ROC) curve and precision-recall curve. The classification accuracy rarely fell outside each image's 90-99% scope, independent of cohort-dependent cerebrovascular structural variations. The classification ensemble was calibrated with high overall area rates under the ROC curve of 0.99-1.00 [0.97-1.00] in the test set across various study cohorts. Identifying an all-inclusive range of vessel components across controls, ICAS, and stroke patients, the accuracy rates of the prediction were: internal carotid arteries, 91-100%; middle cerebral arteries, 82-98%; anterior cerebral arteries, 88-100%; posterior cerebral arteries, 87-100%; and collections of superior, anterior inferior, and posterior inferior cerebellar arteries, 90-99% in the chunk-level classification. Using a voting algorithm on the queued classified vessel factors and anatomically post-processing the automatically classified results intensified quantitative prediction performance. We employed stochastic clustering and deep neural network ensembles. Ma-chine intelligence-assisted prediction of vessel structure allowed us to personalize quantitative predictions of various types of cerebral arterial structures, contributing to precise and efficient decisions regarding the cerebrovascular disease.
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Affiliation(s)
- Suk-Woo Hong
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
- Program in Brain Science, College of Natural Sciences, Seoul National University, Seoul, 08826, Korea
| | - Ha-Na Song
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
| | - Jong-Un Choi
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
- Department of Digital Health, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Irwon-dong, Gangnam-gu, Seoul, 06351, Korea
| | - Hwan-Ho Cho
- Department of Medical Artificial Intelligence, Konyang University, Daejeon, Korea
| | - In-Young Baek
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
| | - Ji-Eun Lee
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
| | - Yoon-Chul Kim
- Division of Digital Healthcare, Yonsei University Mirae Campus, Wonju, 26493, Korea
| | - Darda Chung
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
| | - Jong-Won Chung
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
| | - Oh-Young Bang
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
| | - Gyeong-Moon Kim
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea
| | - Hyun-Jin Park
- Department of Electronic Electrical and Computer Engineering, Sungkyunkwan University, Suwon, 16419, Korea
- Center for Neuroscience Imaging Research, Institute for Basic Science (IBS), Suwon, 16419, Korea
| | - David S Liebeskind
- Department of Neurology and Comprehensive Stroke Center, UCLA, Los Angeles, CA, USA
| | - Woo-Keun Seo
- Department of Neurology and Stroke Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Korea.
- Department of Digital Health, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Irwon-dong, Gangnam-gu, Seoul, 06351, Korea.
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10
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Liu S, Fan D, Zang F, Gu N, Yin Y, Ge X, Zhang L, Chen X, Zhang Z, Xie C. Collateral circulation detected by arterial spin labeling predicts outcome in acute ischemic stroke. Acta Neurol Scand 2022; 146:635-642. [PMID: 36062837 DOI: 10.1111/ane.13694] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 07/16/2022] [Accepted: 08/14/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Robust collateral circulation is strongly associated with good outcomes in acute ischemic stroke (AIS). AIMS To determine whether collateral circulation detected by arterial spin labeling (ASL) magnetic resonance imaging could predict good clinical outcome in AIS patients with 90 days follow-up. MATERIALS AND METHODS Total 58 AIS patients with anterior circulation stroke were recruited. Collateral circulation was defined as arterial transit artifact in ASL images. Modified Rankin Scale (mRS), the Barthel Index, and National Institutes of Health Stroke Scale (NIHSS) were employed to evaluate neurological function for the baseline and 90 days follow-up. The percent changes of these scores were also calculated, respectively. Finally, a support vector classifier model of machine learning and receiver operating characteristic curve were employed to estimate the power of ASL collaterals (ASLcs) predicting the clinical outcome. RESULTS Patients with ASLcs represented higher rate of good outcome (83.30% vs. 31.25%, p < .001) and lower follow-up mRS scores (p < .001), when compared to patients without ASLcs. There were significant differences for percent changes of mRS scores and NIHSS scores between these two groups. Further, the presence of ASLcs could predict good clinical outcome (OR, 1.54; 95% CI, 1.10-2.16), even after controlling for baseline NIHSS scores. The SVC model incorporating baseline NIHSS scores and ASLcs had significant predictive effect (accuracy, 79.3%; AUC, 0.806) on clinical prognosis for AIS patients. DISCUSSION We targeted on the non-invasive assessment of collateral circulation using ASL technique and found that patients with ASLcs were more likely to have a good clinical outcome after AIS. This finding is of guiding significance for treatment selection and prognostic prediction. CONCLUSIONS Early ASLcs assessment provides a good powerful tool to predict clinical outcome for AIS patients with 90 days follow-up.
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Affiliation(s)
- Sangni Liu
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Dandan Fan
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Feifei Zang
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Nan Gu
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Yun Yin
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Xiao Ge
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Ling Zhang
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Xiang Chen
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Zhengsheng Zhang
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China.,Neuropsychiatric Institute, Affiliated ZhongDa Hospital, Southeast University, Nanjing, China
| | - Chunming Xie
- Department of Neurology, Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, China.,Neuropsychiatric Institute, Affiliated ZhongDa Hospital, Southeast University, Nanjing, China.,The Key Laboratory of Developmental Genes and Human Disease, Southeast University, Nanjing, China
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11
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Lang SS, Tucker AM, Schreiber C, Storm PB, Liu H, Li Y, Ichord R, Beslow LA, Sedora-Roman NI, Cox M, Nasser H, Vossough A, Fisher MJ, Kilbaugh TJ, Huh JW. Arterial spin labeling as an ancillary assessment to postoperative conventional angiogram in pediatric moyamoya disease. J Neurosurg Pediatr 2022; 29:40-47. [PMID: 34598159 DOI: 10.3171/2021.7.peds21302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 07/06/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Digital subtraction angiography (DSA) is commonly performed after pial synangiosis surgery for pediatric moyamoya disease to assess the degree of neovascularization. However, angiography is invasive, and the risk of ionizing radiation is a concern in children. In this study, the authors aimed to identify whether arterial spin labeling (ASL) can predict postoperative angiogram grading. In addition, they sought to determine whether patients who underwent ASL imaging without DSA had similar postoperative outcomes when compared with patients who received ASL imaging and postoperative DSA. METHODS The medical records of pediatric patients who underwent pial synangiosis for moyamoya disease at a quaternary children's hospital were reviewed during a 10-year period. ASL-only and ASL+DSA cohorts were analyzed. The frequency of preoperative and postoperative symptoms was analyzed within each cohort. Three neuroradiologists assigned a visual ASL grade for each patient indicating the change from the preoperative to postoperative ASL perfusion sequences. A postoperative neovascularization grade was also assigned for patients who underwent DSA. RESULTS Overall, 21 hemispheres of 14 patients with ASL only and 14 hemispheres of 8 patients with ASL+DSA were analyzed. The groups had similar rates of MRI evidence of acute or chronic stroke preoperatively (61.9% in the ASL-only group and 64.3% in the ASL+DSA group). In the entire cohort, transient ischemic attack (TIA) (p = 0.027), TIA composite (TIA or unexplained neurological symptoms; p = 0.0006), chronic headaches (p = 0.035), aphasia (p = 0.019), and weakness (p = 0.001) all had decreased frequency after intervention. The authors found a positive association between revascularization observed on DSA and the visual ASL grading (p = 0.048). The visual ASL grades in patients with an angiogram indicating robust neovascularization demonstrated improved perfusion when compared with the ASL grades of patients with a poor neovascularization. CONCLUSIONS Noninvasive ASL perfusion imaging had an association with postoperative DSA neoangiogenesis following pial synangiosis surgery in children. There were no significant postoperative stroke differences between the ASL-only and ASL+DSA cohorts. Both cohorts demonstrated significant improvement in preoperative symptoms after surgery. Further study in larger cohorts is necessary to determine whether the results of this study are validated in order to circumvent the invasive catheter angiogram.
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Affiliation(s)
- Shih-Shan Lang
- 1Division of Neurosurgery, Children's Hospital of Philadelphia, Department of Neurosurgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia.,2Center for Data Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia
| | - Alexander M Tucker
- 1Division of Neurosurgery, Children's Hospital of Philadelphia, Department of Neurosurgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia.,2Center for Data Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia
| | - Craig Schreiber
- 3Department of Neurosurgery, Philadelphia College of Osteopathic Medicine, Philadelphia
| | - Phillip B Storm
- 1Division of Neurosurgery, Children's Hospital of Philadelphia, Department of Neurosurgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia.,2Center for Data Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia
| | - Hongyan Liu
- 4Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Yimei Li
- 4Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Perelman School of Medicine, Philadelphia.,5Division of Oncology, Children's Hospital of Philadelphia, Department of Pediatrics, Perelman School of Medicine at University of Pennsylvania, Philadelphia
| | - Rebecca Ichord
- 6Division of Neurology, Children's Hospital of Philadelphia, Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Lauren A Beslow
- 6Division of Neurology, Children's Hospital of Philadelphia, Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Neda I Sedora-Roman
- 7Department of Radiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia; and
| | - Mougnyan Cox
- 7Department of Radiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia; and
| | - Hussein Nasser
- 7Department of Radiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia; and
| | - Arastoo Vossough
- 7Department of Radiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia; and
| | - Michael J Fisher
- 5Division of Oncology, Children's Hospital of Philadelphia, Department of Pediatrics, Perelman School of Medicine at University of Pennsylvania, Philadelphia
| | - Todd J Kilbaugh
- 8Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Jimmy W Huh
- 8Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania
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12
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Huang J, Li X, Zhao J, Chen H, Yun Y, Yang G, Jiang Y, Pan Y, Yuan S, Huang J, Su L, Wu Y, Lu D, Xu A, Meng L. Association of BIRC5 Gene Polymorphism with the Collateral Circulation and Severity of Large Artery Atherosclerotic Stroke. Int J Clin Pract 2022; 2022:9177545. [PMID: 35685607 PMCID: PMC9159164 DOI: 10.1155/2022/9177545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/19/2021] [Accepted: 12/29/2021] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVES The collateral circulation near the cerebral artery occlusion can contribute to the relief of the symptoms and signs of stroke. Genetic factors play a decisive role in the difference in collateral circulation. Survivin, encoded by the baculoviral inhibitor of apoptosis (IAP) repeat-containing 5 gene (BIRC5), plays an important role in maintaining long-term endothelial integrity and homeostasis and as an angiogenic factor in the treatment of vascular diseases. We hypothesized that genetic variations in the BIRC5 gene may contribute to severity by influencing the collateral circulation. This study aimed at examining how the polymorphism of the BIRC5 gene correlated with the collateral circulation and severity of large artery atherosclerotic stroke. METHODS This study enrolled 428 patients with large artery atherosclerotic stroke. There are no statistical differences in age, sex, social behavior, such as smoking and drinking, between the groups classified by the collateral circulation and by the severity of stroke (P > 0.01). Direct sequencing was performed for the genotyping of single nucleotide polymorphism (SNP) of BIRC5 (rs2071214). The enrolled patients were divided into several subgroups based on the collateral flow grading system from the American Society of Interventional and Therapeutic Neuroradiology/Society of Interventional Radiology (ASITN/SIR), the results of the National Institutes of Health Stroke Survey (NIHSS) (6 as a threshold), and the score of the modified Rankin scale (mRS) (for the prediction of prognosis, 2 as a threshold). Differences among subgroups were identified through logistic regression. RESULTS The analysis of collateral circulation revealed the significant correlation of SNP of rs2071214 with the development of poor collateral circulation of large artery atherosclerotic stroke in the additive model (GG vs. AA, odds ratio (OR) = 3.592, 95% confidence interval (CI) = 1.410-9.150, and P=0.007) and the recessive model (GG vs. AA/GA, OR = 3.313, 95% CI = 1.420-7.727, and P=0.006). The analysis of stroke severity exposed the significant role of the SNP of rs2071214 in increasing stroke severity in the dominant model (GA/GG vs. AA, OR = 1.658, 95% CI = 1.017-2.703, and P=0.043) and the additive model (GA vs. AA, OR = 1.717, 95% CI = 1.021-2.888, and P=0.042). However, the analysis of the short-term outcome indicated that three genetic models were not associated with short-term outcomes in the additive model (GA vs. AA, P=0.815, GG vs. AA, and P=0.336), the dominant model (GA/GG vs. AA and P=0.589), and the recessive model (GG vs. AA/GA and P=0.342). CONCLUSION Our findings identified the SNP of rs2071214 of the BIRC5 gene as a risk factor for the poor compensatory ability of collateral circulation and a predictor of stroke severity in large artery atherosclerotic stroke, which suggested that the SNP of rs2071214 can serve as an innovative therapeutic target for patients with acute ischemic stroke.
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Affiliation(s)
- Jianmin Huang
- Stroke Center & Neurology Division, The First Affiliated Hospital of Jinan University, Guangzhou, China
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Xuebin Li
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Jingjie Zhao
- Life Science and Clinical Research Center, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise City, China
| | - Haiyan Chen
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Yanfan Yun
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Guixin Yang
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Yongming Jiang
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Yaoxin Pan
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Shengshan Yuan
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Jianjun Huang
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Li Su
- Department of Neurology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Yingnin Wu
- Department of Radiology, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Dong Lu
- Medical Laboratory, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Anding Xu
- Stroke Center & Neurology Division, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Lingzhang Meng
- Center for Systemic Inflammation Research (CSIR), School of Preclinical Medicine, Youjiang Medical University for Nationalities, Baise City, China
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13
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Wei J, Yin R, Li X, Pan X, Ma A. Sex-specific relationship between serum uric acid levels and the prevalence of large vessel occlusion in acute ischemic stroke. Clin Exp Hypertens 2021; 44:154-158. [PMID: 34875949 DOI: 10.1080/10641963.2021.2013490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
PURPOSE Previous studies have found that uric acid (UA) plays a neuroprotective role in ischemic stroke patients. However, the relationship between serum UA of acute ischemic stroke (AIS) and large vessel occlusion (LVO) strokes is unclear. METHODS In this retrospective study, 1318 AIS patients were enrolled. All patients underwent imaging examinations to assess the intracranial and carotid vessels. Multivariate logistic regression analysis was conducted to evaluate the relationship between UA levels and the prevalence of LVO. RESULTS The 1318 enrolled AIS patients were comprised of 287 LVO and 1031 non-LVO patients. UA levels in males were higher than females (321.04 ± 91.28 vs. 274.43 ± 82.11, p < .001). The association between serum UA levels and LVO was modified by sex (p = .007). When serum UA levels were continuous, after adjusting for related risk factors, higher serum UA levels were still associated with a lower prevalence of LVO in males (odds ratio (OR) 0.997, 95% confidence interval (CI) 0.994-0.999), but not in female subjects (OR 0.998, 95% CI 0.995-1.001). When serum UA levels were divided into tertiles, higher UA levels had a lower risk of LVO than the moderate (p = .006) and lower tertiles of UA levels (p = .010) in males, but not in females (p = .402 and p = .206 for moderate and low tertiles, respectively). CONCLUSIONS AIS patients with higher serum UA levels tend to be associated with a lower risk of LVO in males, but not in females.
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Affiliation(s)
- Jin Wei
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, SD, China
| | - Ruihua Yin
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, SD, China
| | - Xuening Li
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, SD, China
| | - Xudong Pan
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, SD, China
| | - Aijun Ma
- Department of Neurology, The Affiliated Hospital of Qingdao University, Qingdao, SD, China
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14
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Diana F, Frauenfelder G, Botto A, Saponiero R, Romano DG. Cerebral hyperperfusion syndrome after intracranial stenting: Case report and systematic review. Interv Neuroradiol 2021; 27:843-849. [PMID: 33884930 PMCID: PMC8673892 DOI: 10.1177/15910199211011860] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 02/18/2021] [Accepted: 03/24/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Cerebral Hyperperfusion Syndrome (CHS) is an uncommon complication observed after intracranial angioplasty or stenting procedures. Given to the increasing use of new devices for intracranial angioplasty and stenting (INCS), in selected patients with high ischemic stroke risk, an equally increasing knowledge of complications related to these procedures is mandatory.Case description: a 63-year-old man was diagnosed with an hyperperfusion syndrome after percutaneous angioplasty and stenting for severe symptomatic right internal carotid artery (ICA) siphon stenosis. After treatment he complained generalized seizures and respiratory failure. While conventional imaging did not demonstrate any acute brain lesions, Pseudo-Continuous Arterial Spin Labeling (PCASL) Perfusion MRI early documented right hemisphere blood flow increase suggestive for CHS. CONCLUSIONS Monitoring of perfusion changes after INCS could play an important a role in determining patients with high risk of CHS. ASL Perfusion MRI might be used for promptly, early diagnosis of CHS after treatment of severe intracranial artery stenosis.
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Affiliation(s)
- Francesco Diana
- Department of Neuroradiology, A.O.U. San Giovanni di Dio e Ruggi d’Aragona, University of Salerno, Salerno, Italy
| | - Giulia Frauenfelder
- Department of Neuroradiology, A.O.U. San Giovanni di Dio e Ruggi d’Aragona, University of Salerno, Salerno, Italy
| | - Annibale Botto
- Department of Neuroradiology, A.O.U. San Giovanni di Dio e Ruggi d’Aragona, University of Salerno, Salerno, Italy
| | - Renato Saponiero
- Department of Neuroradiology, A.O.U. San Giovanni di Dio e Ruggi d’Aragona, University of Salerno, Salerno, Italy
| | - Daniele Giuseppe Romano
- Department of Neuroradiology, A.O.U. San Giovanni di Dio e Ruggi d’Aragona, University of Salerno, Salerno, Italy
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15
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Lu YH, Cai Y, Zhang Y, Wang R, Li ZY. Digital Subtraction Angiography Contrast Material Transport as a Direct Assessment for Blood Perfusion of Middle Cerebral Artery Stenosis. Front Physiol 2021; 12:716173. [PMID: 34421658 PMCID: PMC8375590 DOI: 10.3389/fphys.2021.716173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 07/05/2021] [Indexed: 11/13/2022] Open
Abstract
Digital subtraction angiography (DSA) is a fluoroscopic technique used extensively in interventional radiology for visualizing blood vessels. It has also been used to evaluate blood perfusion. However, the perfusion obtained in previous techniques was extracted from signal intensity rather than by the transport of contrast material (CM) through blood flow. The main aim of this study is to evaluate the morphological effects on the hemodynamics and the CM concentration in the middle cerebral artery (MCA) stenosis. We proposed a quantitative parameter, i.e., contrast material remaining time (CMRT), to describe the variation in the transport of CM over time. Computational fluid dynamics simulations were performed on both reconstructive synthetic and patient-derived models. In the synthetic models, we evaluated the variation of flow patterns and the transport of CM with different degrees of stenosis and the location of the lesion. It was found that an increase in the degree of stenosis (from 30 to 80%) resulted in a significant increase in CMRT at the anterior cerebral artery (ACA) outlet (p = 0.0238) and a significant decrease in CMRT at the MCA outlet (p = 0.012). The patient-derived models were reconstructed from the pre- and post-interventional DSA images of a patient with MCA stenosis. Both blood flow velocity and CMRT increased at the ACA outlet but decreased at the MCA outlet. The perfusion analysis demonstrated that the perfusion function was improved after interventional surgery. In conclusion, changes in stenotic degree at MCA may lead to apparent differences in the hemodynamic distribution and the transport of CM. CMRT could be a quantitative indicator to evaluate the changes in blood perfusion after the intervention for MCA stenosis.
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Affiliation(s)
- Yun-Hao Lu
- School of Biological Sciences and Medical Engineering, Southeast University, Nanjing, China
| | - Yan Cai
- School of Biological Sciences and Medical Engineering, Southeast University, Nanjing, China
| | - Yi Zhang
- Center of Interventional Radiology and Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Rui Wang
- Center of Interventional Radiology and Vascular Surgery, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Zhi-Yong Li
- School of Biological Sciences and Medical Engineering, Southeast University, Nanjing, China.,School of Mechanical, Medical and Process Engineering, Queensland University of Technology, Brisbane, QLD, Australia
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16
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Yuan J, Qu J, Lv Z, Wu C, Zhang D, Liu X, Yang B, Liu Y. Assessment of blood supply of the external carotid artery in moyamoya disease using super-selective pseudo-continuous arterial spin labeling technique. Eur Radiol 2021; 31:9287-9295. [PMID: 34021389 DOI: 10.1007/s00330-021-07893-y] [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: 10/08/2020] [Revised: 01/23/2021] [Accepted: 03/15/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To evaluate the diagnostic accuracy of super-selective pseudo-continuous arterial spin labeling (ss-pCASL) at depicting external carotid artery (ECA) perfusion territory in moyamoya disease (MMD). METHODS In total, 103 patients with MMD who underwent both ss-pCASL and digital subtraction angiography (DSA, the reference standard) were included. There were 3, 184, and 19 normal, preoperative, and postoperative MMD hemispheres, respectively. The ss-pCASL results were interpreted by two different visual inspection criteria: presence or absence and definite or indefinite ECA perfusion territory. The performance of ss-pCASL at depiction of ECA perfusion territory was compared to that of DSA. The sensitivity, specificity, positive predictive value, negative predictive value, and accuracy were calculated. The κ statistic was used to assess intermodality and inter-reader agreement. RESULTS When interpreted as presence or absence, the sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of ss-pCASL for depicting ECA perfusion territory were 78.3 %, 79.6 %, 92.5 %, 53.4 %, and 78.6 %, respectively, and the intermodality and inter-reader agreement were κ = 0.49 (CI: 0.43 - 0.55, p < 0.01) and 0.71 (CI: 0.66 - 0.76, p < 0.01), respectively. When interpreted as definite or indefinite, the respective values were 61.1%, 100%, 100%, 44.5%, 70.4%, κ = 0.42 (CI: 0.37 - 0.47, p < 0.01), and 0.90 (CI: 0.87 - 0.93, p < 0.01). CONCLUSION ss-pCASL has substantial sensitivity and specificity compared with DSA for depicting the presence versus absence of ECA perfusion territory in MMD. As a noninvasive method in which no ion radiation or contrast medium is needed, ss-pCASL may potentially reduce the need for repeated DSA examination. KEY POINTS • Super-selective pseudo-continuous arterial spin labeling (ss-pCASL) is a noninvasive vessel-selective MR technique to demonstrate perfusion territory of a single cerebral artery. • Compared with digital subtraction angiography, ss-pCASL has substantial sensitivity and specificity for depicting the perfusion territory of the external carotid artery in brain parenchyma in moyamoya disease. • ss-pCASL may potentially reduce the need for repeated DSA examination.
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Affiliation(s)
- Jing Yuan
- Radiology Department, Beijing Tiantan Hospital, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, People's Republic of China
| | | | - Zheng Lv
- Radiology Department, Beijing Tiantan Hospital, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, People's Republic of China
| | - Chunxue Wu
- Radiology Department, Beijing Tiantan Hospital, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, People's Republic of China
| | - Dong Zhang
- Neurosurgery Department, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xingju Liu
- Neurosurgery Department, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Bao Yang
- Neurosurgery Department, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yaou Liu
- Radiology Department, Beijing Tiantan Hospital, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, People's Republic of China.
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17
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Wang X, Dou W, Dong D, Wang X, Chen X, Chen K, Mao H, Guo Y, Zhang C. Can 3D Pseudo-Continuous Territorial Arterial Spin Labeling Effectively Diagnose Patients With Recanalization of Unilateral Middle Cerebral Artery Stenosis? J Magn Reson Imaging 2021; 54:175-183. [PMID: 33615609 DOI: 10.1002/jmri.27560] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 01/29/2021] [Accepted: 02/01/2021] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Unilateral middle cerebral artery (MCA) stenosis, as an independent risk factor for stroke, requires an intervention operation for vessel recanalization. Accurate perfusion measurement is thus essential after the operation. PURPOSE To explore the feasibility of three-dimensional (3D) pseudo-continuous territorial arterial-spin-labeling (tASL) in evaluating MCA recanalization. STUDY TYPE Prospective and longitudinal. SUBJECTS Forty-seven patients with unilateral MCA stenosis or occlusion. FIELD STRENGTH/SEQUENCE A 3.0 T, 3D time-of-flight fast-field-echo magnetic resonance (MR) angiography sequence, spin-echo echo-planar diffusion-weighted imaging sequence, 3D fast-spin-echo pseudo-continuous ASL (pcASL) and tASL sequences. ASSESSMENT All patients underwent MR examination before and after MCA recanalization and scored using the National Institutes of Health Stroke Scale (NIHSS) and modified Rankin Scale (mRS) at admission and discharge. An mRS score <2 was defined as a good prognosis. 3D-pcASL and tASL cerebral blood flow (CBF) maps were obtained, and the corresponding Alberta Stroke Program Early CT Score (ASPECTS)-based scores were evaluated. STATISTICAL TESTS The Kolmogorov-Smirnov test, intra-class correlation coefficient, paired t-test, receiver operating characteristic (ROC) curve, and multivariable logistic regression analysis. RESULTS After recanalization, tASL derived absolute CBFs between the affected and contralateral sides were significantly higher than before the operation (mean: 34.3 ± 8.5 mL/100 g/min vs. 40.6 ± 9.2 mL/100 g/min, 42.6 ± 9.8 mL/100 g/min vs. 43.5 ± 9.9 mL/100 g/min, both P < 0.05). In ROC analysis, tASL provided good prognosis (area under ROC curve [AUC] = 0.829; 95% CI: 0.651-1.000, P < 0.05), while pcASL had lower prognostic value (AUC = 0.760; 95% CI: 0.574-0.946, P < 0.05). The NIHSS score before recanalization, pcASL, and tASL-based ASPECTS scores were significantly associated with good clinical outcome (P < 0.05). Multivariable analysis revealed that ASPECTS-based scores of pcASL and tASL before and after surgery were independent predictors of good clinical outcome (all P < 0.05). DATA CONCLUSION: tASL can determine hypoperfusion in the responsible vascular perfusion area and predict clinical outcome. EVIDENCE LEVEL 4 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Xinyu Wang
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University (Shandong Qianfoshan Hospital), Jinan, Shandong Province, 250014, China.,Shandong First Medical University, Jinan, Shandong Province, 250000, China
| | - Weiqiang Dou
- MR Research, GE Healthcare, Beijing, 10076, China
| | - Dong Dong
- Shandong Qianfoshan Hospital, Cheeloo College of Medicine,Shandong University, Jinan, Shandong Province, 250014, China
| | - Xinyi Wang
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University (Shandong Qianfoshan Hospital), Jinan, Shandong Province, 250014, China
| | - Xueyu Chen
- Shandong First Medical University, Jinan, Shandong Province, 250000, China
| | - Kunjian Chen
- Shandong First Medical University, Jinan, Shandong Province, 250000, China
| | - Huimin Mao
- Shandong First Medical University, Jinan, Shandong Province, 250000, China
| | - Yu Guo
- Shandong First Medical University, Jinan, Shandong Province, 250000, China
| | - Chao Zhang
- Department of Radiology, The First Affiliated Hospital of Shandong First Medical University (Shandong Qianfoshan Hospital), Jinan, Shandong Province, 250014, China
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18
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Heidari Pahlavian S, Geri O, Russin J, Ma SJ, Amar A, Wang DJJ, Ben Bashat D, Yan L. Semiautomatic cerebrovascular territory mapping based on dynamic ASL MR angiography without vessel-encoded labeling. Magn Reson Med 2020; 85:2735-2746. [PMID: 33347641 DOI: 10.1002/mrm.28623] [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: 07/17/2020] [Revised: 11/07/2020] [Accepted: 11/09/2020] [Indexed: 11/11/2022]
Abstract
PURPOSE Characterizing vessel territories can provide crucial information for evaluation of cerebrovascular disorders. In this study, we present a novel postprocessing pipeline for vascular territorial imaging of cerebral arteries based on a noncontrast enhanced time-resolved 4D magnetic resonance angiography (MRA). METHODS Eight healthy participants, 1 Moyamoya patient, and 1 arteriovenous malformations patient were recruited. Territorial segmentation and relative blood flow rate calculations of cerebral arteries including left and right middle cerebral arteries and left and right posterior cerebral arteries were carried out based on the 4D MRA-derived arterial arrival time maps of intracranial vessels. RESULTS Among healthy young subjects, the average relative blood flow rate values corresponding to left and right middle cerebral arteries and left and right posterior cerebral arteries were 35.9 ± 5.9%, 32.9 ± 7.5%, 15.4 ± 3.8%, and 15.9 ± 2.5%, respectively. Excellent agreement was observed between relative blood flow rate values obtained from the proposed 4D MRA-based method and reference 2D phase contrast MRI. Abnormal cerebral circulations were visualized and quantified on both patients using the developed technique. CONCLUSION The vascular territorial imaging technique developed in this study allowed for the generation of territorial maps with user-defined level of details within a clinically feasible scan time, and as such may provide useful information to assess cerebral circulation balance in different pathologies.
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Affiliation(s)
- Soroush Heidari Pahlavian
- USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Neurology, University of Southern California, Los Angeles, CA, USA
| | | | - Jonathan Russin
- Department of Neurosurgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Samantha J Ma
- USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Neurology, University of Southern California, Los Angeles, CA, USA
| | - Arun Amar
- Department of Neurosurgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Danny J J Wang
- USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Neurology, University of Southern California, Los Angeles, CA, USA
| | - Dafna Ben Bashat
- Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Sackler Faculty of Medicine & Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Lirong Yan
- USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Neurology, University of Southern California, Los Angeles, CA, USA
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19
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Affiliation(s)
- Binbin Sui
- Radiology Department, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Radiology Department, Beijing Neurosurgical Institute, Beijing, China.,Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, China
| | - Peiyi Gao
- Radiology Department, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Radiology Department, Beijing Neurosurgical Institute, Beijing, China.,Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, China
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20
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Fahlström M, Lewén A, Enblad P, Larsson EM, Wikström J. High Intravascular Signal Arterial Transit Time Artifacts Have Negligible Effects on Cerebral Blood Flow and Cerebrovascular Reserve Capacity Measurement Using Single Postlabel Delay Arterial Spin-Labeling in Patients with Moyamoya Disease. AJNR Am J Neuroradiol 2020; 41:430-436. [PMID: 32115416 DOI: 10.3174/ajnr.a6411] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Accepted: 12/24/2019] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Arterial spin-labeling-derived CBF values may be affected by arterial transit time artefacts. Thus, our aim was to assess to what extent arterial spin-labeling-derived CBF and cerebrovascular reserve capacity values in major vascular regions are overestimated due to the arterial transit time artifacts in patients with Moyamoya disease. MATERIALS AND METHODS Eight patients with Moyamoya disease were included before or after revascularization surgery. CBF maps were acquired using a 3D pseudocontinuous arterial spin-labeling sequence, before and 5, 15, and 25 minutes after an IV acetazolamide injection and were registered to each patient's 3D-T1-weighted images. Vascular regions were defined by spatial normalization to a Montreal Neurological Institute-based vascular regional template. The arterial transit time artifacts were defined as voxels with high signal intensity corresponding to the right tail of the histogram for a given vascular region, with the cutoff selected by visual inspection. Arterial transit time artifact maps were created and applied as masks to exclude arterial transit time artifacts on CBF maps, to create corrected CBF maps. The cerebrovascular reserve capacity was calculated as CBF after acetazolamide injection relative to CBF at baseline for corrected and uncorrected CBF values, respectively. RESULTS A total of 16 examinations were analyzed. Arterial transit time artifacts were present mostly in the MCA, whereas the posterior cerebral artery was generally unaffected. The largest differences between corrected and uncorrected CBF and cerebrovascular reserve capacity values, reported as patient group average ratio and percentage point difference, respectively, were 0.978 (95% CI, 0.968-0.988) and 1.8 percentage points (95% CI, 0.3-3.2 percentage points). Both were found in the left MCA, 15 and 5 minutes post-acetazolamide injection, respectively. CONCLUSIONS Arterial transit time artifacts have negligible overestimation effects on calculated vascular region-based CBF and cerebrovascular reserve capacity values derived from single-delay 3D pseudocontinuous arterial spin-labeling.
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Affiliation(s)
- M Fahlström
- From the Departments of Surgical Sciences (M.F., E.-M.L., J.W.) and Neuroscience (A.L., P.E.), Uppsala University, Uppsala, Sweden.
| | - A Lewén
- From the Departments of Surgical Sciences (M.F., E.-M.L., J.W.) and Neuroscience (A.L., P.E.), Uppsala University, Uppsala, Sweden
| | - P Enblad
- From the Departments of Surgical Sciences (M.F., E.-M.L., J.W.) and Neuroscience (A.L., P.E.), Uppsala University, Uppsala, Sweden
| | - E-M Larsson
- From the Departments of Surgical Sciences (M.F., E.-M.L., J.W.) and Neuroscience (A.L., P.E.), Uppsala University, Uppsala, Sweden
| | - J Wikström
- From the Departments of Surgical Sciences (M.F., E.-M.L., J.W.) and Neuroscience (A.L., P.E.), Uppsala University, Uppsala, Sweden
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21
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Suzuki Y, Fujima N, van Osch MJP. Intracranial 3D and 4D MR Angiography Using Arterial Spin Labeling: Technical Considerations. Magn Reson Med Sci 2019; 19:294-309. [PMID: 31761840 PMCID: PMC7809141 DOI: 10.2463/mrms.rev.2019-0096] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
In the 1980’s some of the earliest studies of arterial spin labeling (ASL) MRI have demonstrated its ability to generate MR angiography (MRA) images. Thanks to many technical improvements, ASL has been successfully moving its position from the realm of research into the clinical area, albeit more known as perfusion imaging than as MRA. For MRA imaging, other techniques such as time-of-flight, phase contrast MRA and contrast-enhanced (CE) MRA are more popular choices for clinical applications. In the last decade, however, ASL-MRA has been experiencing a remarkable revival, especially because of its non-invasive nature, i.e. the fact that it does not rely on the use of contrast agent. Very importantly, there are additional benefits of using ASL for MRA. For example, its higher flexibility to achieve both high spatial and temporal resolution than CE dynamic MRA, and the capability of vessel specific visualization, in which the vascular tree arising from a selected artery can be exclusively visualized. In this article, the implementation and recent developments of ASL-based MRA are discussed; not only focusing on the basic sequences based upon pulsed ASL or pseudo-continuous ASL, but also including more recent labeling approaches, such as vessel-selective labeling, velocity-selective ASL, vessel-encoded ASL and time-encoded ASL. Although these ASL techniques have been already utilized in perfusion imaging and their usefulness has been suggested by many studies, some additional considerations should be made when employing them for MRA, since there is something more than the difference of the spatial resolution of the readout sequence. Moreover, extensive discussion is included on what readout sequence to use, especially by highlighting how to achieve high spatial resolution while keeping scan-time reasonable such that the ASL-MRA sequence can easily be included into a clinical examination.
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Affiliation(s)
- Yuriko Suzuki
- Institute of Biomedical Engineering, University of Oxford
| | - Noriyuki Fujima
- Department of Diagnostic and Interventional Radiology, Hokkaido University Hospital
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22
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Villringer K, Zimny S, Galinovic I, Nolte CH, Fiebach JB, Khalil AA. The Association Between Recanalization, Collateral Flow, and Reperfusion in Acute Stroke Patients: A Dynamic Susceptibility Contrast MRI Study. Front Neurol 2019; 10:1147. [PMID: 31708866 PMCID: PMC6823193 DOI: 10.3389/fneur.2019.01147] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 10/14/2019] [Indexed: 11/13/2022] Open
Abstract
Background: Collateral circulation in ischemic stroke patients plays an important role in infarct evolution und assessing patients' eligibility for endovascular treatment. By means of dynamic susceptibility contrast MRI, we aimed to investigate the effects of reperfusion, recanalization, and collateral flow on clinical and imaging outcomes after stroke. Methods: Retrospective analysis of 184 patients enrolled into the prospective observational 1000Plus study (clinicaltrials.org NCT00715533). Inclusion criteria were vessel occlusion on baseline MR-angiography, imaging within 24 h after stroke onset and follow-up perfusion imaging. Baseline Higashida score using subtracted dynamic MR perfusion source images was used to quantify collateral flow. The influence of these variables, and their interaction with vessel recanalization, on clinical and imaging outcomes was assessed using robust linear regression. Results: Ninety-eight patients (53.3%) showed vessel recanalization. Higashida score (p = 0.002), and recanalization (p = 0.0004) were independently associated with reperfusion. However, we found no evidence that the association between Higashida score and reperfusion relied on recanalization status (p = 0.2). NIHSS on admission (p < 0.0001) and recanalization (p = 0.001) were independently associated with long-term outcome at 3 months, however, Higashida score (p = 0.228) was not. Conclusion: Higashida score and recanalization were independently associated with reperfusion, but the association between recanalization and reperfusion was similar regardless of collateral flow quality. Recanalization was associated with long-term outcome. DSC-based measures of collateral flow were not associated with long-term outcome, possibly due to the complex dynamic nature of collateral recruitment, timing of imaging and the employed post-processing.
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Affiliation(s)
- Kersten Villringer
- Center for Stroke Research Berlin, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Sascha Zimny
- Center for Stroke Research Berlin, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Department of Neurology, Ev.-Luth. Diakonissenanstalt zu Flensburg, Flensburg, Germany
| | - Ivana Galinovic
- Center for Stroke Research Berlin, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Christian H Nolte
- Center for Stroke Research Berlin, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Jochen B Fiebach
- Center for Stroke Research Berlin, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Ahmed A Khalil
- Center for Stroke Research Berlin, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Mind, Brain, Body Institute, Berlin School of Mind and Brain, Humboldt-Universität Berlin, Berlin, Germany.,Berlin Institute of Health, Berlin, Germany
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23
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Falk Delgado A, Van Westen D, Nilsson M, Knutsson L, Sundgren PC, Larsson EM, Falk Delgado A. Diagnostic value of alternative techniques to gadolinium-based contrast agents in MR neuroimaging-a comprehensive overview. Insights Imaging 2019; 10:84. [PMID: 31444580 PMCID: PMC6708018 DOI: 10.1186/s13244-019-0771-1] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 07/12/2019] [Indexed: 12/16/2022] Open
Abstract
Gadolinium-based contrast agents (GBCAs) increase lesion detection and improve disease characterization for many cerebral pathologies investigated with MRI. These agents, introduced in the late 1980s, are in wide use today. However, some non-ionic linear GBCAs have been associated with the development of nephrogenic systemic fibrosis in patients with kidney failure. Gadolinium deposition has also been found in deep brain structures, although it is of unclear clinical relevance. Hence, new guidelines from the International Society for Magnetic Resonance in Medicine advocate cautious use of GBCA in clinical and research practice. Some linear GBCAs were restricted from use by the European Medicines Agency (EMA) in 2017. This review focuses on non-contrast-enhanced MRI techniques that can serve as alternatives for the use of GBCAs. Clinical studies on the diagnostic performance of non-contrast-enhanced as well as contrast-enhanced MRI methods, both well established and newly proposed, were included. Advantages and disadvantages together with the diagnostic performance of each method are detailed. Non-contrast-enhanced MRIs discussed in this review are arterial spin labeling (ASL), time of flight (TOF), phase contrast (PC), diffusion-weighted imaging (DWI), magnetic resonance spectroscopy (MRS), susceptibility weighted imaging (SWI), and amide proton transfer (APT) imaging. Ten common diseases were identified for which studies reported comparisons of non-contrast-enhanced and contrast-enhanced MRI. These specific diseases include primary brain tumors, metastases, abscess, multiple sclerosis, and vascular conditions such as aneurysm, arteriovenous malformation, arteriovenous fistula, intracranial carotid artery occlusive disease, hemorrhagic, and ischemic stroke. In general, non-contrast-enhanced techniques showed comparable diagnostic performance to contrast-enhanced MRI for specific diagnostic questions. However, some diagnoses still require contrast-enhanced imaging for a complete examination.
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Affiliation(s)
- Anna Falk Delgado
- Clinical neurosciences, Karolinska Institutet, Stockholm, Sweden. .,Department of Neuroradiology, Karolinska University Hospital, Eugeniavägen 3, Solna, Stockholm, Sweden.
| | - Danielle Van Westen
- Department of Clinical Sciences/Radiology, Faculty of Medicine, Lund University, Lund, Sweden
| | - Markus Nilsson
- Department of Clinical Sciences/Radiology, Faculty of Medicine, Lund University, Lund, Sweden
| | - Linda Knutsson
- Department of Medical Radiation Physics, Lund University, Lund, Sweden.,Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Pia C Sundgren
- Department of Clinical Sciences/Radiology, Faculty of Medicine, Lund University, Lund, Sweden.,Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Elna-Marie Larsson
- Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden
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24
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Thamm T, Zweynert S, Piper SK, Madai VI, Livne M, Martin SZ, Herzig CX, Mutke MA, Siebert E, Liebig T, Sobesky J. Diagnostic and prognostic benefit of arterial spin labeling in subacute stroke. Brain Behav 2019; 9:e01271. [PMID: 30912272 PMCID: PMC6520295 DOI: 10.1002/brb3.1271] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 01/31/2019] [Accepted: 02/25/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND AND PURPOSE Brain perfusion measurement in the subacute phase of stroke may support therapeutic decisions. We evaluated whether arterial spin labeling (ASL), a noninvasive perfusion imaging technique based on magnetic resonance imaging (MRI), adds diagnostic and prognostic benefit to diffusion-weighted imaging (DWI) in subacute stroke. METHODS In a single-center imaging study, patients with DWI lesion(s) in the middle cerebral artery (MCA) territory were included. Onset to imaging time was ≤7 days and imaging included ASL and DWI sequences. Qualitative (standardized visual analysis) and quantitative perfusion analyses (region of interest analysis) were performed. Dichotomized early outcome (modified Rankin Scale [mRS] 0-2 vs. 3-6) was analyzed in two logistic regression models. Model 1 included DWI lesion volume, age, vascular pathology, admission NIHSS, and acute stroke treatment as covariates. Model 2 added the ASL-based perfusion pattern to Model 1. Receiver-operating-characteristic (ROC) and area-under-the-curve (AUC) were calculated for both models to assess their predictive power. The likelihood-ratio-test compared both models. RESULTS Thirty-eight patients were included (median age 70 years, admission NIHSS 4, onset to imaging time 67 hr, discharge mRS 2). Qualitative perfusion analysis yielded additional diagnostic information in 84% of the patients. In the quantitative analysis, AUC for outcome prediction was 0.88 (95% CI 0.77-0.99) for Model 1 and 0.97 (95% CI 0.91-1.00) for Model 2. Inclusion of perfusion data significantly improved performance and outcome prediction (p = 0.002) of stroke imaging. CONCLUSIONS In patients with subacute stroke, our study showed that adding perfusion imaging to structural imaging and clinical data significantly improved outcome prediction. This highlights the usefulness of ASL and noninvasive perfusion biomarkers in stroke diagnosis and management.
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Affiliation(s)
- Thoralf Thamm
- Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Sarah Zweynert
- Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Sophie K Piper
- Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
| | - Vince I Madai
- Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neurosurgery, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Michelle Livne
- Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Steve Z Martin
- Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Cornelius X Herzig
- Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Matthias A Mutke
- Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Eberhard Siebert
- Department of Neuroradiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Thomas Liebig
- Department of Neuroradiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neuroradiology, Ludwig-Maximilian-University, Munich, Germany
| | - Jan Sobesky
- Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Department of Neurology, Johanna-Etienne-Hospital, Neuss, Germany
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25
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Lou X, Ma X, Liebeskind DS, Ma N, Tian C, Lyu J, Long X, Ma L, Wang DJ. Collateral perfusion using arterial spin labeling in symptomatic versus asymptomatic middle cerebral artery stenosis. J Cereb Blood Flow Metab 2019; 39:108-117. [PMID: 28786338 PMCID: PMC6311674 DOI: 10.1177/0271678x17725212] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The purpose was to assess the difference of collaterals in symptomatic versus asymptomatic patients with unilateral middle cerebral artery (MCA) stenosis by comparing cerebral blood flow (CBF) at two post labeling delays (PLD) using three-dimensional pseudo-continuous arterial spin labeling (3D pCASL). Eighty-one patients (49 symptomatic and 32 asymptomatic) with unilateral MCA stenosis ≥50% who underwent pCASL with two PLDs were included. Mean CBF and CBF subtraction images between two PLDs of MCA territories were compared in symptomatic and asymptomatic groups, respectively. Compared with the asymptomatic group, patients with symptomatic MCA stenosis had significantly lower CBF in the MCA territory of stenotic side at each PLD. The CBF of stenotic territory showed greater increase than that of normal side from PLD 1.5 to 2.5 s. The CBF of asymptomatic MCA territory increased similarly with that of symptomatic MCA territory from PLD of 1.5 to 2.5 s in stenotic side, while symptomatic patients experienced significantly slower antegrade flow. On CBF subtraction images, asymptomatic patients showed larger volume of differences between PLD of 1.5 and 2.5 s compared with those of symptomatic patients ( p = 0.037). The results suggest that more robust collateral perfusion on two-delay 3D pCASL is present in asymptomatic patients compared with symptomatic patients.
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Affiliation(s)
- Xin Lou
- 1 Department of Radiology and Department of Neurology, Chinese People's Liberation Army (PLA), General Hospital, Beijing, China
| | - Xiaoxiao Ma
- 1 Department of Radiology and Department of Neurology, Chinese People's Liberation Army (PLA), General Hospital, Beijing, China
| | - David S Liebeskind
- 2 Department of Neurology, University of California Los Angeles, Los Angeles, CA, USA
| | - Ning Ma
- 3 Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for NeurologicalDiseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China
| | - Chenglin Tian
- 1 Department of Radiology and Department of Neurology, Chinese People's Liberation Army (PLA), General Hospital, Beijing, China
| | - Jinhao Lyu
- 1 Department of Radiology and Department of Neurology, Chinese People's Liberation Army (PLA), General Hospital, Beijing, China
| | - Xiaojing Long
- 4 Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Lin Ma
- 1 Department of Radiology and Department of Neurology, Chinese People's Liberation Army (PLA), General Hospital, Beijing, China
| | - Danny Jj Wang
- 5 Laboratory of FMRI Technology (LOFT), Mark & Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, CA, USA
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Fallatah SM, Pizzini FB, Gomez-Anson B, Magerkurth J, De Vita E, Bisdas S, Jäger HR, Mutsaerts HJMM, Golay X. A visual quality control scale for clinical arterial spin labeling images. Eur Radiol Exp 2018; 2:45. [PMID: 30569375 PMCID: PMC6300452 DOI: 10.1186/s41747-018-0073-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 10/17/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Image-quality assessment is a fundamental step before clinical evaluation of magnetic resonance images. The aim of this study was to introduce a visual scoring system that provides a quality control standard for arterial spin labeling (ASL) and that can be applied to cerebral blood flow (CBF) maps, as well as to ancillary ASL images. METHODS The proposed image quality control (QC) system had two components: (1) contrast-based QC (cQC), describing the visual contrast between anatomical structures; and (2) artifact-based QC (aQC), evaluating image quality of the CBF map for the presence of common types of artifacts. Three raters evaluated cQC and aQC for 158 quantitative signal targeting with alternating radiofrequency labelling of arterial regions (QUASAR) ASL scans (CBF, T1 relaxation rate, arterial blood volume, and arterial transient time). Spearman correlation coefficient (r), intraclass correlation coefficients (ICC), and receiver operating characteristic analysis were used. RESULTS Intra/inter-rater agreement ranged from moderate to excellent; inter-rater ICC was 0.72 for cQC, 0.60 for aQC, and 0.74 for the combined QC (cQC + aQC). Intra-rater ICC was 0.90 for cQC; 0.80 for aQC, and 0.90 for the combined QC. Strong correlations were found between aQC and CBF maps quality (r = 0.75), and between aQC and cQC (r = 0.70). A QC score of 18 was optimal to discriminate between high and low quality clinical scans. CONCLUSIONS The proposed QC system provided high reproducibility and a reliable threshold for discarding low quality scans. Future research should compare this visual QC system with an automatic QC system.
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Affiliation(s)
- S M Fallatah
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, UK.,The National Hospital for Neurology and Neurosurgery, London, UK.,Radiology Department, King Abdualaziz Medical City, Riyadh, Saudi Arabia
| | - F B Pizzini
- Neuroradiology, University Hospital of Verona, Piazzale Stefani 1, 37126, Verona, Italy.
| | - B Gomez-Anson
- Unitat Neuroradiologia, Hospital de la Santa Creu i Sant Pau, IIB-Sant Pau, Universitat Autonoma, Barcelona, Spain
| | - J Magerkurth
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, UK
| | - E De Vita
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, UK.,The National Hospital for Neurology and Neurosurgery, London, UK
| | - S Bisdas
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, UK.,The National Hospital for Neurology and Neurosurgery, London, UK
| | - H R Jäger
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, UK.,The National Hospital for Neurology and Neurosurgery, London, UK
| | - H J M M Mutsaerts
- Radiology Department, Academic Medical Center, Amsterdam, The Netherlands.,Radiology Department, Vrije Universiteit University Medical Center, Amsterdam, The Netherlands.,Radiology Department, University Medical Center Utrecht, Utrecht, The Netherlands
| | - X Golay
- Department of Brain Repair and Rehabilitation, UCL Institute of Neurology, London, UK.,The National Hospital for Neurology and Neurosurgery, London, UK
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Hartkamp NS, Petersen ET, Chappell MA, Okell TW, Uyttenboogaart M, Zeebregts CJ, Bokkers RP. Relationship between haemodynamic impairment and collateral blood flow in carotid artery disease. J Cereb Blood Flow Metab 2018; 38:2021-2032. [PMID: 28776469 PMCID: PMC6238174 DOI: 10.1177/0271678x17724027] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Collateral blood flow plays a pivotal role in steno-occlusive internal carotid artery (ICA) disease to prevent irreversible ischaemic damage. Our aim was to investigate the effect of carotid artery disease upon cerebral perfusion and cerebrovascular reactivity and whether haemodynamic impairment is influenced at brain tissue level by the existence of primary and/or secondary collateral. Eighty-eight patients with steno-occlusive ICA disease and 29 healthy controls underwent MR examination. The presence of collaterals was determined with time-of-flight, two-dimensional phase contrast MRA and territorial arterial spin labeling (ASL) imaging. Cerebral blood flow and cerebrovascular reactivity were assessed with ASL before and after acetazolamide. Cerebral haemodynamics were normal in asymptomatic ICA stenosis patients, as opposed to patients with ICA occlusion, in whom the haemodynamics in both hemispheres were compromised. Haemodynamic impairment in the affected brain region was always present in symptomatic patients. The degree of collateral blood flow was inversely correlated with haemodynamic impairment. Recruitment of secondary collaterals only occurred in symptomatic ICA occlusion patients. In conclusion, both CBF and cerebrovascular reactivity were found to be reduced in symptomatic patients with steno-occlusive ICA disease. The presence of collateral flow is associated with further haemodynamic impairment. Recruitment of secondary collaterals is associated with severe haemodynamic impairment.
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Affiliation(s)
- Nolan S Hartkamp
- 1 Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Esben T Petersen
- 2 Centre for Functional and Diagnostic Imaging and Research, Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital, Hvidovre, Denmark.,3 Center for Magnetic Resonance, Department of Electrical Engineering, Technical University of Denmark, Lyngby, Denmark
| | - Michael A Chappell
- 4 Department of Engineering Science, Institute of Biomedical Engineering, University of Oxford, Oxford, UK.,5 Oxford Center for Functional MRI of the Brain, University of Oxford, Oxford, UK
| | - Thomas W Okell
- 5 Oxford Center for Functional MRI of the Brain, University of Oxford, Oxford, UK
| | - Maarten Uyttenboogaart
- 6 Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.,7 Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Clark J Zeebregts
- 8 Division of Vascular Surgery, Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Reinoud Ph Bokkers
- 6 Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
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Chen H, Zhu G, Liu N, Li Y, Xia Y. Applications and development of permeability imaging in ischemic stroke. Exp Ther Med 2018; 16:2203-2207. [PMID: 30186459 DOI: 10.3892/etm.2018.6454] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 01/06/2017] [Indexed: 12/17/2022] Open
Abstract
Brain permeability imaging techniques are specific for the assessment of blood-brain barrier integrity. The present review article primarily focuses on the application of permeability imaging in cases of ischemic stroke. The permeability maps may be used to predict future hemorrhagic transformation in patients following acute ischemic stroke, that have been treated with tissue plasminogen activator (tPA) or recanalization therapy. The permeability imaging would help make the clinical decision to administer tPA following acute ischemic stroke or not, which is not only due to the current 3-4.5 h time window. Additionally, permeability imaging may also be used to evaluate the collateral circulation in the perfusion and permeability of the ischemic area of the brain.
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Affiliation(s)
- Hui Chen
- Department of Neurology, Military General Hospital of Beijing PLA, Beijing 100700, P.R. China
| | - Guangming Zhu
- Department of Neurology, Military General Hospital of Beijing PLA, Beijing 100700, P.R. China
| | - Nan Liu
- Department of Neurology, Military General Hospital of Beijing PLA, Beijing 100700, P.R. China
| | - Ying Li
- Department of Neurology, Military General Hospital of Beijing PLA, Beijing 100700, P.R. China
| | - Yonghong Xia
- Department of Critical Care Medicine, Yantai Yuhuangding Hospital, Yantai, Shandong 264000, P.R. China
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Hagiwara H, Nakajima Y, Ikegami T, Kinno Y, Kumada M. Hemilaterally masked arterial spin labeling by intentional magnetic field changes in the labeling area due to placement of material with high susceptibility. PLoS One 2018; 13:e0200648. [PMID: 30001396 PMCID: PMC6042778 DOI: 10.1371/journal.pone.0200648] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 06/30/2018] [Indexed: 11/18/2022] Open
Abstract
Background and purpose Arterial spin labeling(ASL)with magnetic resonance imaging (MRI) is an effective method for estimating cerebral blood flow (CBF). Furthermore, assessing perfusion territories of arteries is useful for determining the treatment strategy of patients with carotid artery stenosis. ASL with selective vessel labeling is an effective method to obtain perfusion mapping, however, the application for selective labeling is not installed on all MR scanners. The purpose of this study is to establish a method to selectively mask in the labeling area using material with high susceptibility instead of selectively labeling to obtain a partial perfusion image. Materials and methods ASL perfusion images were performed in five volunteers. Masking was applied by placing a stainless-steel bolt and nuts on the neck. The area of artifacts extended to the carotid artery was confirmed by the localizer image. In the obtained masked ASL, blood flow of the left and right cerebrum and cerebellum was measured and compared with control ASL without masking. By subtracting masked ASL from the control ASL, the perfusion territory of the carotid artery on the masked side was identified. Results Mean CBF which was 39.6 ml/(100 g × min) in control ASL decreased to 16.1 ml/(100 g × min) in masked ASL, and the masking ratio was 59.6%. There were no significant differences in the CBF of non-masked areas under the control ASL condition (39.6± 5.2 ml/[100 g × min]) btween that under the masked ASL condition (39.4 ± 7.0 ml/[100 g × min]). By subtracting masked ASL from control ASL, we successfully visualized the hemilateral carotid artery’s perfusion territory. Conclusion Intentional susceptibility artifacts with non-magnetic metals on the neck can mask spin labeling of the carotid artery. Furthermore, hemilateral carotid artery perfusion territories can be visualized in hemilaterally masked ASL.
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Affiliation(s)
- Hiroaki Hagiwara
- Department of Radiology, Yokohama Minamikyosai Hospital, Yokohama,Kanagawa, Japan
- * E-mail:
| | - Yoshito Nakajima
- Department of Radiology, Yokohama Minamikyosai Hospital, Yokohama,Kanagawa, Japan
| | - Tadashi Ikegami
- Department of Radiology, Yokohama Minamikyosai Hospital, Yokohama,Kanagawa, Japan
| | - Yoshinori Kinno
- Department of Radiology, Yokohama Minamikyosai Hospital, Yokohama,Kanagawa, Japan
| | - Megumi Kumada
- Department of Radiology, Yokohama Minamikyosai Hospital, Yokohama,Kanagawa, Japan
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Drocton GT, Luttrull MD, Ajam AA, Nguyen XV. Emerging Trends in Emergent Stroke Neuroimaging. CURRENT RADIOLOGY REPORTS 2018. [DOI: 10.1007/s40134-018-0282-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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31
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Lee S, Yun TJ, Yoo RE, Yoon BW, Kang KM, Choi SH, Kim JH, Kim JE, Sohn CH, Han MH. Monitoring Cerebral Perfusion Changes after Revascularization in Patients with Moyamoya Disease by Using Arterial Spin-labeling MR Imaging. Radiology 2018; 288:565-572. [PMID: 29714677 DOI: 10.1148/radiol.2018170509] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Purpose To determine whether arterial spin-labeling (ASL) magnetic resonance (MR) imaging could be used to identify changes in cerebral blood flow (CBF), collateral blood flow, and anastomosis site patency after revascularization in patients with moyamoya disease. Materials and Methods This retrospective study was conducted in 145 patients with moyamoya disease who underwent middle cerebral artery (MCA)-superficial temporal artery anastomosis. Preoperative, early postoperative, and late postoperative ASL and digital subtraction angiography images were analyzed. In the MCA territory, absolute CBF (hereafter, CBFMCA) and normalized CBF values adjusted to nonanastomosis side (hereafter, nCBFMCA) and to cerebellum (hereafter, nCBFCbll) were calculated. Collateral grading in the MCA territory was assessed according to Alberta Stroke Program Early CT Score methodology, and anastomosis site patency were also assessed. Changes in CBF were compared by using one-way analysis of variance with Bonferroni correction for multiple comparisons. Intermodality agreement was determined by κ statistics. Results Significant increases in CBFMCA, nCBFMCA, and nCBFCbll were found after revascularization (preoperative and postoperative values of CBFMCA, 35.2 mL/100 g per minute ± 7.8 [mean ± standard deviation] and 51.5 mL/100 g per minute ± 12.0; nCBFMCA, 0.73 mL/100 g per minute ± 0.14 and 1.01 mL/100 g per minute ± 0.18; nCBFCbll, 0.74 mL/100 g per minute ± 0.12 and 1.12 mL/100 g per minute ± 0.16; all P < .001). Agreements for collateral grading and anastomosis patency between ASL MR imaging and digital subtraction angiography were moderate to good, with weighted κ values of 0.77 (95% confidence interval: 0.73, 0.81) and 0.57 (95% confidence interval: 0.37, 0.76), respectively. Conclusion ASL MR imaging can be used to identify perfusion changes in patients with moyamoya disease after revascularization as a noninvasive monitoring tool.
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Affiliation(s)
- Seunghyun Lee
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Tae Jin Yun
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Roh-Eul Yoo
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Byung-Woo Yoon
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Koung Mi Kang
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Seung Hong Choi
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Ji-Hoon Kim
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Jeong Eun Kim
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Chul-Ho Sohn
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
| | - Moon Hee Han
- From the Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.); Department of Radiology (S.L., T.J.Y., R.E.Y., K.M.K., S.H.C., J.H.K., C.H.S., M.H.H.), Clinical Research Center for Stroke, Clinical Research Institute (B.W.Y.), Department of Neurology (B.W.Y.), and Department of Neurosurgery (J.E.K.), Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul 03080, Republic of Korea
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Cong F, Zhuo Y, Yu S, Zhang X, Miao X, An J, Wang S, Cao Y, Zhang Y, Song HK, Wang DJ, Yan L. Noncontrast-enhanced time-resolved 4D dynamic intracranial MR angiography at 7T: A feasibility study. J Magn Reson Imaging 2017; 48:111-120. [PMID: 29232026 DOI: 10.1002/jmri.25923] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 11/28/2017] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Arterial spin labeling (ASL) based-noncontrast-enhanced 4D MR angiography (NCE 4D MRA) shows potential in characterizing cerebrovascular hemodynamics in cerebrovascular disorders. Ultrahigh-field theoretically benefits ASL signal with increased inherent signal-to-noise ratio (SNR) and prolonged blood T1 , which may provide improved delineation of vasculature in 4D MRA. PURPOSE To investigate the feasibility of NCE 4D MRA using 3D Cartesian trajectory and stack-of-stars (SOS) golden angle radial trajectory at 7T. STUDY TYPE A prospective study. SUBJECTS Six normal volunteers and eight patients with arteriovenous malformation (AVM). FIELD STRENGTH/SEQUENCE NCE 4D MRA with Cartesian and radial trajectories were performed at 3T and 7T. ASSESSMENT Subjective image quality of 4D MRA was evaluated using a 4-point scale by two experienced neuroradiologists. The characterization of AVM components with 4D MRA and DSA was also graded using the Spetzler-Martin grading scale. STATISTICAL TESTS Cohen's kappa coefficient was calculated to evaluate the agreement between two readers within each 4D MRA technique (Cartesian and Radial). A Wilcoxon signed-rank test was performed to compare the subjective image quality scores of 4D MRA between Cartesian and radial trajectories, and between 7T and 3T, respectively. RESULTS Good-to-excellent image quality was achieved in 4D MRA with both Cartesian (3.83 ± 0.41) and radial (3.42 ± 0.49) acquisitions in healthy volunteers at 7T. However, markedly reduced scan time was needed with radial acquisition. 4D MRA at 7T (3.31 ± 0.59) shows better delineation of AVM lesion features, especially the vein drainage, compared with that of 3T (2.83 ± 0.75), although no statistical significance was achieved (P = 0.180). DATA CONCLUSION The feasibility of ASL based 4D MRA at 7T with Cartesian and SOS golden angle radial acquisition was demonstrated. The clinical evaluation of 4D MRA in AVMs between 3T and 7T suggested 7T 4D MRA images acquired with radial acquisition demonstrate excellent delineation of AVM features, especially the draining veins. LEVEL OF EVIDENCE 2 Technical Efficacy Stage 2 J. Magn. Reson. Imaging 2017.
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Affiliation(s)
- Fei Cong
- State Key Laboratory of Brain and Cognitive Science, Beijing MR Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Yan Zhuo
- State Key Laboratory of Brain and Cognitive Science, Beijing MR Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Songlin Yu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xianchang Zhang
- State Key Laboratory of Brain and Cognitive Science, Beijing MR Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Xinyuan Miao
- State Key Laboratory of Brain and Cognitive Science, Beijing MR Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Jing An
- Siemens Shenzhen Magnetic Resonance Ltd., Siemens MRI Center, Shenzhen, Guangdong, China
| | - Shuo Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yong Cao
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yan Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Hee Kwon Song
- Department of Radiology, University of Pennsylvania Medical Center, Philadelphia, Pennsylvania, USA
| | - Danny Jj Wang
- Laboratory of Functional MRI Technology (LOFT), Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Lirong Yan
- Laboratory of Functional MRI Technology (LOFT), Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
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Geri O, Shiran SI, Roth J, Artzi M, Ben-Sira L, Ben Bashat D. Vascular territorial segmentation and volumetric blood flow measurement using dynamic contrast enhanced magnetic resonance angiography of the brain. J Cereb Blood Flow Metab 2017; 37:3446-3456. [PMID: 28393638 PMCID: PMC5624396 DOI: 10.1177/0271678x17702394] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
This study proposes a method for territorial segmentation and volumetric flow rate (VFR) distribution measurement of cerebral territories based on time-resolved contrast enhanced magnetic-resonance-angiography (MRA). The method uses an iterative region-growing algorithm based on bolus-arrival-time with increased temporal resolution. Eight territories were segmented: (1) right and (2) left internal carotid arteries, including the middle cerebral artery (ICA+MCA), excluding the anterior cerebral arteries (ACA); (3) right and left ACA (R+L-ACA); (4) right and (5) left external carotid arteries (ECA); (6) right and (7) left posterior cerebral arteries (PCA); and (8) vertebrobasilar territory. VFR percentage, relative to the entire brain (rVFR), was measured based on territorial volume as a function of time. Mean rVFR values of fifteen healthy subjects were: ICA+MCA = 23 ± 2%, R + L-ACA = 17 ± 3%, ECA = 4 ± 2%, PCA = 12 ± 2%, and vertebrobasilar territory = 31 ± 4%. Excluding the ECA-rVFR, which is underestimated, these values are comparable to previously reported values. Six subjects were scanned twice, demonstrating comparable and even higher reproducibility than previously reported using phase-contrast, yet with faster scan time (∼1 min). This method was implemented in one patient with MCA occlusion and one with Moyamoya syndrome scanned before and after bypass surgery, demonstrating its clinical potential for quantitative assessment of the degree of occlusion and the effect of surgery.
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Affiliation(s)
- Oren Geri
- 1 Functional Brain Center, The Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,2 Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Shelly I Shiran
- 3 Department of Radiology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Jonathan Roth
- 4 Department of NeuroSurgery, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Moran Artzi
- 1 Functional Brain Center, The Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,5 Sackler Faculty of Medicine, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Liat Ben-Sira
- 3 Department of Radiology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,5 Sackler Faculty of Medicine, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Dafna Ben Bashat
- 1 Functional Brain Center, The Wohl Institute for Advanced Imaging, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,2 Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,5 Sackler Faculty of Medicine, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
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Qu Y, Zhang H, Li H, Yu L, Sun Y, Chen Y. Aldehyde Dehydrogenase 2 (ALDH2) Glu504Lys Polymorphism Affects Collateral Circulation and Short-Term Prognosis of Acute Cerebral Infarction Patients. Med Sci Monit 2017; 23:4559-4566. [PMID: 28939800 PMCID: PMC5629992 DOI: 10.12659/msm.905206] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background Acute cerebral infarction is a major clinical subtype of ischemic stroke that has become a leading cause of death and disability worldwide. Aldehyde dehydrogenase 2 (ALDH2) is an important oxidative enzyme in alcohol metabolism. The polymorphism of ALDH2 Glu504Lys polymorphism modifies the activity of this enzyme. However, the potential association between the allelic variation of ALDH2 Glu504Lys with collateral circulation and short-term prognosis of acute cerebral infarction remains unclear. Material/Methods A total of 394 patients with acute cerebral infarction were recruited for ALDH2 genotyping using direct sequencing. Cerebrovascular stenosis and collateral circulation were evaluated by digital subtraction angiography (DSA). Short-term prognosis was assessed in accordance with the modified Ranking Scale (mRS). Results We identified 297 as EAS and 394 as IAS. There were more patients with occluded blood vessel in the opened group and far fewer in the unopened group. ALDH2 polymorphism was significantly different among the primary, secondary, and tertiary opened groups. ALDH2 gene Glu504Lys was significantly associated with short-term prognosis. The genotype GA+AA of ALDH2 gene Glu504Lys locus was an independent risk factor of poor 90-day prognosis. Conclusions ALDH2 Glu504Lys could be a risk factor for collateral circulation and a negative predictor for short-term prognosis in acute cerebral infarction in Han Chinese. ALDH2 Glu504Lys could be a new therapeutic target for patients with acute cerebral infarction.
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Affiliation(s)
- Yun Qu
- Department of Emergency, Qilu Hospital, Shandong University, Jinan, Shandong, China (mainland).,The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China (mainland)
| | - Huilong Zhang
- Department of Emergency, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China (mainland)
| | - Haiyong Li
- Department of Emergency, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China (mainland)
| | - Limei Yu
- Department of Emergency, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China (mainland)
| | - Ying Sun
- Department of Emergency, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong, China (mainland)
| | - Yuguo Chen
- Department of Emergency, Qilu Hospital, Shandong University, Jinan, Shandong, China (mainland)
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Tong E, Patrie J, Tong S, Evans A, Michel P, Eskandari A, Wintermark M. Time-resolved CT assessment of collaterals as imaging biomarkers to predict clinical outcomes in acute ischemic stroke. Neuroradiology 2017; 59:1101-1109. [PMID: 28864854 DOI: 10.1007/s00234-017-1914-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 08/22/2017] [Indexed: 11/28/2022]
Abstract
PURPOSE Collateral circulation plays a pivotal role in the pathophysiology of acute ischemic stroke and is increasingly recognized as a promising biomarker for predicting the clinical outcome. However, there is no single established grading system. We designed a novel machine-learning software that allows non-invasive, objective, and quantitative assessment of collaterals according to their vascular territories. Our goal is to investigate the prognostic and predictive value of this collateral score for the prediction of acute stroke outcome. METHODS This is a retrospective study of 135 patients with anterior circulation stroke treated with IV TPA. An equation using this collateral score (adjusting for age, baseline NIHSS, and recanalization) was derived to predict the clinical outcome (90-day mRS). The primary analyses focused on determining the prognostic value of our newly developed collateral scores. Secondary analyses examined the interrelationships between the collateral score and other variables. RESULTS The collateral score emerged as a statistically significant prognostic biomarker for good clinical outcome (p < 0.033) among recanalized patients, but not among non-recanalized patients (p < 0.497). Our results also showed that collateral score was a predictive biomarker (p < 0.044). These results suggest that (1) patients with good collateral score derive more benefit from successful recanalization than patients with poor collateral score and (2) collateral status is inconsequential if recanalization is not achieved. CONCLUSION Our data results reinforce the importance of careful patient selection for recanalization therapy to avoid futile recanalization. The paucity of collaterals predicts poor clinical outcome despite recanalization. On the other hand, robust collaterals warrant consideration for recanalization therapy given the better odds of good clinical outcome.
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Affiliation(s)
- Elizabeth Tong
- Department of Neuroradiology, University of California, San Francisco, CA, USA.
| | - Jim Patrie
- Department of Radiology, University of Virginia, Charlottesville, VA, USA
| | - Sara Tong
- Department of Orthopedics, Tseung Kwan O Hospital, Tseung Kwan O, Hong Kong
| | - Avery Evans
- Department of Radiology, University of Virginia, Charlottesville, VA, USA
| | - Patrik Michel
- Department of Neurology, Lausanne University Hospital, Lausanne, Switzerland
| | - Ashraf Eskandari
- Department of Neurology, Lausanne University Hospital, Lausanne, Switzerland
| | - Max Wintermark
- Department of Neuroradiology, Stanford Medical Center, Palo Alto, CA, USA
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Haller S, Zaharchuk G, Thomas DL, Lovblad KO, Barkhof F, Golay X. Arterial Spin Labeling Perfusion of the Brain: Emerging Clinical Applications. Radiology 2017; 281:337-356. [PMID: 27755938 DOI: 10.1148/radiol.2016150789] [Citation(s) in RCA: 364] [Impact Index Per Article: 45.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Arterial spin labeling (ASL) is a magnetic resonance (MR) imaging technique used to assess cerebral blood flow noninvasively by magnetically labeling inflowing blood. In this article, the main labeling techniques, notably pulsed and pseudocontinuous ASL, as well as emerging clinical applications will be reviewed. In dementia, the pattern of hypoperfusion on ASL images closely matches the established patterns of hypometabolism on fluorine 18 fluorodeoxyglucose (FDG) positron emission tomography (PET) images due to the close coupling of perfusion and metabolism in the brain. This suggests that ASL might be considered as an alternative for FDG, reserving PET to be used for the molecular disease-specific amyloid and tau tracers. In stroke, ASL can be used to assess perfusion alterations both in the acute and the chronic phase. In arteriovenous malformations and dural arteriovenous fistulas, ASL is very sensitive to detect even small degrees of shunting. In epilepsy, ASL can be used to assess the epileptogenic focus, both in peri- and interictal period. In neoplasms, ASL is of particular interest in cases in which gadolinium-based perfusion is contraindicated (eg, allergy, renal impairment) and holds promise in differentiating tumor progression from benign causes of enhancement. Finally, various neurologic and psychiatric diseases including mild traumatic brain injury or posttraumatic stress disorder display alterations on ASL images in the absence of visualized structural changes. In the final part, current limitations and future developments of ASL techniques to improve clinical applicability, such as multiple inversion time ASL sequences to assess alterations of transit time, reproducibility and quantification of cerebral blood flow, and to measure cerebrovascular reserve, will be reviewed. © RSNA, 2016 Online supplemental material is available for this article.
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Affiliation(s)
- Sven Haller
- From Affidea Centre Diagnostique Radiologique de Carouge, Clos de la Fonderie 1, 1227 Carouge, Switzerland (S.H.); Dept of Surgical Sciences, Div of Radiology, Uppsala Univ, Sweden (S.H.); Dept of Neuroradiology, Univ Hosp Freiburg, Germany (S.H.); Faculty of Medicine Univ of Geneva, Switzerland (S.H.); Dept of Radiology, Stanford Univ, Stanford, Calif (G.Z.); Univ College London, Inst of Neurology, London, England (D.L.T., X.G.); Dept of Diagnostic and Interventional Neuroradiology, Geneva Univ Hosps,Switzerland (K.O.L.); Dept of Radiology & Nuclear Medicine and PET Research, VU Univ Medical Ctr, Amsterdam, the Netherlands (F.B.); and Insts of Neurology and Healthcare Engineering, Univ College London, England (F.B.)
| | - Greg Zaharchuk
- From Affidea Centre Diagnostique Radiologique de Carouge, Clos de la Fonderie 1, 1227 Carouge, Switzerland (S.H.); Dept of Surgical Sciences, Div of Radiology, Uppsala Univ, Sweden (S.H.); Dept of Neuroradiology, Univ Hosp Freiburg, Germany (S.H.); Faculty of Medicine Univ of Geneva, Switzerland (S.H.); Dept of Radiology, Stanford Univ, Stanford, Calif (G.Z.); Univ College London, Inst of Neurology, London, England (D.L.T., X.G.); Dept of Diagnostic and Interventional Neuroradiology, Geneva Univ Hosps,Switzerland (K.O.L.); Dept of Radiology & Nuclear Medicine and PET Research, VU Univ Medical Ctr, Amsterdam, the Netherlands (F.B.); and Insts of Neurology and Healthcare Engineering, Univ College London, England (F.B.)
| | - David L Thomas
- From Affidea Centre Diagnostique Radiologique de Carouge, Clos de la Fonderie 1, 1227 Carouge, Switzerland (S.H.); Dept of Surgical Sciences, Div of Radiology, Uppsala Univ, Sweden (S.H.); Dept of Neuroradiology, Univ Hosp Freiburg, Germany (S.H.); Faculty of Medicine Univ of Geneva, Switzerland (S.H.); Dept of Radiology, Stanford Univ, Stanford, Calif (G.Z.); Univ College London, Inst of Neurology, London, England (D.L.T., X.G.); Dept of Diagnostic and Interventional Neuroradiology, Geneva Univ Hosps,Switzerland (K.O.L.); Dept of Radiology & Nuclear Medicine and PET Research, VU Univ Medical Ctr, Amsterdam, the Netherlands (F.B.); and Insts of Neurology and Healthcare Engineering, Univ College London, England (F.B.)
| | - Karl-Olof Lovblad
- From Affidea Centre Diagnostique Radiologique de Carouge, Clos de la Fonderie 1, 1227 Carouge, Switzerland (S.H.); Dept of Surgical Sciences, Div of Radiology, Uppsala Univ, Sweden (S.H.); Dept of Neuroradiology, Univ Hosp Freiburg, Germany (S.H.); Faculty of Medicine Univ of Geneva, Switzerland (S.H.); Dept of Radiology, Stanford Univ, Stanford, Calif (G.Z.); Univ College London, Inst of Neurology, London, England (D.L.T., X.G.); Dept of Diagnostic and Interventional Neuroradiology, Geneva Univ Hosps,Switzerland (K.O.L.); Dept of Radiology & Nuclear Medicine and PET Research, VU Univ Medical Ctr, Amsterdam, the Netherlands (F.B.); and Insts of Neurology and Healthcare Engineering, Univ College London, England (F.B.)
| | - Frederik Barkhof
- From Affidea Centre Diagnostique Radiologique de Carouge, Clos de la Fonderie 1, 1227 Carouge, Switzerland (S.H.); Dept of Surgical Sciences, Div of Radiology, Uppsala Univ, Sweden (S.H.); Dept of Neuroradiology, Univ Hosp Freiburg, Germany (S.H.); Faculty of Medicine Univ of Geneva, Switzerland (S.H.); Dept of Radiology, Stanford Univ, Stanford, Calif (G.Z.); Univ College London, Inst of Neurology, London, England (D.L.T., X.G.); Dept of Diagnostic and Interventional Neuroradiology, Geneva Univ Hosps,Switzerland (K.O.L.); Dept of Radiology & Nuclear Medicine and PET Research, VU Univ Medical Ctr, Amsterdam, the Netherlands (F.B.); and Insts of Neurology and Healthcare Engineering, Univ College London, England (F.B.)
| | - Xavier Golay
- From Affidea Centre Diagnostique Radiologique de Carouge, Clos de la Fonderie 1, 1227 Carouge, Switzerland (S.H.); Dept of Surgical Sciences, Div of Radiology, Uppsala Univ, Sweden (S.H.); Dept of Neuroradiology, Univ Hosp Freiburg, Germany (S.H.); Faculty of Medicine Univ of Geneva, Switzerland (S.H.); Dept of Radiology, Stanford Univ, Stanford, Calif (G.Z.); Univ College London, Inst of Neurology, London, England (D.L.T., X.G.); Dept of Diagnostic and Interventional Neuroradiology, Geneva Univ Hosps,Switzerland (K.O.L.); Dept of Radiology & Nuclear Medicine and PET Research, VU Univ Medical Ctr, Amsterdam, the Netherlands (F.B.); and Insts of Neurology and Healthcare Engineering, Univ College London, England (F.B.)
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Perioperative Changes in Cerebral Perfusion Territories Assessed by Arterial Spin Labeling Magnetic Resonance Imaging Are Associated with Postoperative Increases in Cerebral Blood Flow in Patients with Carotid Stenosis. World Neurosurg 2017; 102:477-486. [DOI: 10.1016/j.wneu.2017.03.037] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 03/07/2017] [Accepted: 03/08/2017] [Indexed: 11/17/2022]
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Arteaga DF, Strother MK, Davis LT, Fusco MR, Faraco CC, Roach BA, Scott AO, Donahue MJ. Planning-free cerebral blood flow territory mapping in patients with intracranial arterial stenosis. J Cereb Blood Flow Metab 2017; 37:1944-1958. [PMID: 27389177 PMCID: PMC5464691 DOI: 10.1177/0271678x16657573] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Revised: 04/29/2016] [Accepted: 05/23/2016] [Indexed: 11/15/2022]
Abstract
A noninvasive method for quantifying cerebral blood flow and simultaneously visualizing cerebral blood flow territories is vessel-encoded pseudocontinuous arterial spin labeling MRI. However, obstacles to acquiring such information include limited access to the methodology in clinical centers and limited work on how clinically acquired vessel-encoded pseudocontinuous arterial spin labeling data correlate with gold-standard methods. The purpose of this work is to develop and validate a semiautomated pipeline for the online quantification of cerebral blood flow maps and cerebral blood flow territories from planning-free vessel-encoded pseudocontinuous arterial spin labeling MRI with gold-standard digital subtraction angiography. Healthy controls (n = 10) and intracranial atherosclerotic disease patients (n = 34) underwent 3.0 T MRI imaging including vascular (MR angiography) and hemodynamic (cerebral blood flow-weighted arterial spin labeling) MRI. Patients additionally underwent catheter and/or CT angiography. Variations in cross-territorial filling were grouped according to diameters of circle of Willis vessels in controls. In patients, Cohen's k-statistics were computed to quantify agreement in perfusion patterns between vessel-encoded pseudocontinuous arterial spin labeling and angiography. Cross-territorial filling patterns were consistent with circle of Willis anatomy. The intraobserver Cohen's k-statistics for cerebral blood flow territory and digital subtraction angiography perfusion agreement were 0.730 (95% CI = 0.593-0.867; reader one) and 0.708 (95% CI = 0.561-0.855; reader two). These results support the feasibility of a semiautomated pipeline for evaluating major neurovascular cerebral blood flow territories in patients with intracranial atherosclerotic disease.
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Affiliation(s)
| | | | - L Taylor Davis
- Radiology, Vanderbilt University Medical Center, Nashville, USA
| | - Matthew R Fusco
- Neurosurgery, Vanderbilt University Medical Center, Nashville, USA
| | - Carlos C Faraco
- Radiology, Vanderbilt University Medical Center, Nashville, USA
| | - Brent A Roach
- Radiology, Vanderbilt University Medical Center, Nashville, USA
| | - Allison O Scott
- Radiology, Vanderbilt University Medical Center, Nashville, USA
| | - Manus J Donahue
- Radiology, Vanderbilt University Medical Center, Nashville, USA
- Psychiatry, Vanderbilt University Medical Center, Nashville, USA
- Physics and Astronomy, Vanderbilt University, Nashville, USA
- Neurology, Vanderbilt University Medical Center, Nashville, USA
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39
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Jann K, Hauf M, Kellner Weldon F, El Koussy M, Kiefer C, Federspiel A, Schroth G. Implication of cerebral circulation time in intracranial stenosis measured by digital subtraction angiography on cerebral blood flow estimation measured by arterial spin labeling. Diagn Interv Radiol 2017; 22:481-8. [PMID: 27411297 DOI: 10.5152/dir.2016.15204] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
PURPOSE Arterial spin labeling (ASL) magnetic resonance imaging to assess cerebral blood flow (CBF) is of increasing interest in basic research and in diagnostic applications, since ASL provides similar information to positron emission tomography about perfusion in vascular territories. However, in patients with steno-occlusive arterial disease (SOAD), CBF as measured by ASL might be underestimated due to delayed bolus arrival, and thus increased spin relaxation. We aimed to estimate the extent to which bolus arrival time (BAT) was delayed in patients with SOAD and whether this resulted in underestimation of CBF. METHODS BAT was measured using digital subtraction angiography (DSA) in ten patients with high-grade stenosis of the middle carotid artery (MCA). Regional CBF was assessed with pseudocontinuous ASL. RESULTS BATs were nonsignificantly prolonged in the stenotic hemisphere 4.1±2.0 s compared with the healthy hemisphere 3.3±0.9 s; however, there were substantial individual differences on the stenotic side. CBF in the anterior and posterior MCA territories were significantly reduced on the stenotic hemisphere. Severe stenosis was correlated with longer BAT and lower quantified CBF. CONCLUSION ASL-based perfusion measurement involves a race between the decay of the spins and the delivery of labeled blood to the region of interest. Special caution is needed when interpreting CBF values quantified in individuals with altered blood flow and delayed circulation times. However, from a clinician's point of view, an accentuation of hypoperfusion (even if caused by underestimation of CBF due to prolonged BATs) might be desirable since it indexes potentially harmful physiologic deficits.
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Affiliation(s)
- Kay Jann
- Department of Psychiatric Neurophysiology, University Hospital of Psychiatry and University of Bern, Bern, Switzerland.
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40
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Jiang B, Churilov L, Kanesan L, Dowling R, Mitchell P, Dong Q, Davis S, Yan B. Blood Pressure May Be Associated with Arterial Collateralization in Anterior Circulation Ischemic Stroke before Acute Reperfusion Therapy. J Stroke 2017; 19:222-228. [PMID: 28460496 PMCID: PMC5466288 DOI: 10.5853/jos.2016.01739] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 01/06/2017] [Accepted: 01/22/2017] [Indexed: 11/24/2022] Open
Abstract
Background and Purpose Leptomeningeal collaterals maintain arterial perfusion in acute arterial occlusion but may fluctuate subject to arterial blood pressure (ABP). We aim to investigate the relationship between ABP and collaterals as assessed by computer tomography (CT) perfusion in acute ischemic stroke.
Methods We retrospectively analyzed acute anterior circulation ischemic stroke patients with CT perfusion from 2009 to 2014. Collateral status using relative filling time delay (rFTD) determined by time delay of collateral-derived contrast opacification within the Sylvian fissure, from 0 seconds to unlimited count. The data were analyzed by zero-inflated negative binomial regression model including an appropriate interaction examining in the model in terms of occlusion location and onset-to-CT time (OCT).
Results Two hundred and seventy patients were included. We found that increment of 10 mm Hg in BP, the odds that a patient would have rFTD equal to 0 seconds increased by 27.9% in systolic BP (SBP) (p=0.001), by 73.9% in diastolic BP (DBP) (p<0.001) and by 68.5% in mean BP (MBP) (p<0.001). For patients with rFTD not necessarily equal to 0 seconds, every 10 mm Hg increase in BP, there was a 7% decrease in expected count of seconds for rFTD in SBP (p=0.002), 10% decrease for rFTD in DBP and 11% decrease for rFTD in MBP. The arterial occlusion location and OCT showed no significant interaction in the BP-rFTD relationship (p>0.05).
Conclusions In acute ischemic stroke, higher ABP is possibly associated with improved leptomeningeal collaterals as identified by decreased rFTD.
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Affiliation(s)
- Beisi Jiang
- Department of Neurology, State Key Laboratory of Medical Neurobiology, Huashan Hospital, Fudan University, Shanghai, China.,Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Leonid Churilov
- Statistics and Decision Analysis, Florey Institute of Neuroscience and Mental Health, Parkville, Australia.,School of Mathematics and Geospatial Science, RMIT University, Melbourne, Australia
| | - Lasheta Kanesan
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Richard Dowling
- Department of Radiology, Neurointervention Service, Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Peter Mitchell
- Department of Radiology, Neurointervention Service, Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Qiang Dong
- Department of Neurology, State Key Laboratory of Medical Neurobiology, Huashan Hospital, Fudan University, Shanghai, China
| | - Stephen Davis
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
| | - Bernard Yan
- Department of Medicine and Neurology, Melbourne Brain Centre at the Royal Melbourne Hospital, University of Melbourne, Parkville, Australia.,Department of Radiology, Neurointervention Service, Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
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Richter V, Helle M, van Osch MJP, Lindner T, Gersing AS, Tsantilas P, Eckstein HH, Preibisch C, Zimmer C. MR Imaging of Individual Perfusion Reorganization Using Superselective Pseudocontinuous Arterial Spin-Labeling in Patients with Complex Extracranial Steno-Occlusive Disease. AJNR Am J Neuroradiol 2017; 38:703-711. [PMID: 28183839 DOI: 10.3174/ajnr.a5090] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2016] [Accepted: 12/04/2016] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Patients with multiple stenoses or occlusions of the extracranial arteries require an individualized diagnostic approach. We evaluated the feasibility and clinical utility of a novel MR imaging technique for regional perfusion imaging in this patient group. MATERIALS AND METHODS Superselective pseudocontinuous arterial spin-labeling with a circular labeling spot enabling selective vessel labeling was added to routine imaging in a prospective pilot study in 50 patients (10 women, 70.05 ± 10.55 years of age) with extracranial steno-occlusive disease. Thirty-three had infarct lesions. DSC-MR imaging was performed in 16/50 (32%), and cerebral DSA, in 12/50 patients (24%). Vascular anatomy and the distribution of vessel stenoses and occlusions were defined on sonography and TOF-MRA. Stenoses were classified according to the NASCET criteria. Infarct lesions and perfusion deficits were defined on FLAIR and DSC-MR imaging, respectively. Individual perfusion patterns were defined on the superselective pseudocontinuous arterial spin-labeling maps and were correlated with vascular anatomy and infarct lesion localization. RESULTS The superselective pseudocontinuous arterial spin-labeling imaging sequence could be readily applied by trained technicians, and the additional scan time of 12.7 minutes was well-tolerated by patients. The detected vessel occlusions/stenoses and perfusion patterns corresponded between cerebral DSA and superselective pseudocontinuous arterial spin-labeling maps in all cases. Perfusion deficits on DSC-CBF maps significantly correlated with those on superselective pseudocontinuous arterial spin-labeling maps (Pearson r = 0.9593, P < .01). Individual collateral recruitment patterns were not predictable from the vascular anatomy in 71% of our patients. CONCLUSIONS Superselective pseudocontinuous arterial spin-labeling is a robust technique for regional brain perfusion imaging, suitable for the noninvasive diagnostics of individual perfusion patterns in patients with complex cerebrovascular disease.
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Affiliation(s)
- V Richter
- From the Department of Radiology (V.R.), Diagnostic and Interventional Radiology, University of Tübingen, Tübingen, Germany
| | - M Helle
- Department of Radiology and Neuroradiology (M.H., T.L.), University Medical Center Schleswig-Holstein, Kiel, Germany
- Philips GmbH Innovative Technologies (M.H.), Research Laboratories, Hamburg, Germany
| | - M J P van Osch
- The C. J. Gorter Center for High Field MRI (M.J.P.v.O.), Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - T Lindner
- Department of Radiology and Neuroradiology (M.H., T.L.), University Medical Center Schleswig-Holstein, Kiel, Germany
| | - A S Gersing
- Departments of Diagnostic and Interventional Neuroradiology (A.S.G., C.P., C.Z.)
| | - P Tsantilas
- Vascular and Endovascular Surgery (P.T., H.-H.E.), Klinikum Rechts der Isar, Technical University Munich, Munich, Germany
| | - H-H Eckstein
- Vascular and Endovascular Surgery (P.T., H.-H.E.), Klinikum Rechts der Isar, Technical University Munich, Munich, Germany
| | - C Preibisch
- Departments of Diagnostic and Interventional Neuroradiology (A.S.G., C.P., C.Z.)
| | - C Zimmer
- Departments of Diagnostic and Interventional Neuroradiology (A.S.G., C.P., C.Z.)
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Raymond SB, Schaefer PW. Imaging Brain Collaterals: Quantification, Scoring, and Potential Significance. Top Magn Reson Imaging 2017; 26:67-75. [PMID: 28277461 DOI: 10.1097/rmr.0000000000000123] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Leptomeningeal collaterals provide the primary source of perfusion to ischemic brain tissue following the onset of acute ischemic stroke and are becoming an important imaging biomarker for stroke therapy triage. Collateral circulation is predictive of infarct growth, end infarct volume, and response to endovascular therapy. The strength of the collateral circulation varies among patients and is partially dependent on genetic and modifiable risk factors. Collateral circulation may be assessed by standard angiographic techniques, including digital subtraction angiography, computed tomography and magnetic resonance (MR) angiography, as well as a growing array of advanced MR techniques including arterial spin labeling and dynamic MR angiography. Simple scoring systems are used to estimate the relative strength of the collateral circulation for a given patient, although there are some discrepancies in the predictive value of these systems. In this review, we discuss methods and techniques for determining the robustness of the collateral circulation and the role of the collateral circulation in acute ischemic stroke assessment and triage.
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Affiliation(s)
- Scott B Raymond
- Department of Radiology, Massachusetts General Hospital, Boston, MA
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43
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Chen H, Wu B, Zhu G, Wintermark M, Wu X, Su Z, Xu X, Tian C, Ma L, Zhang W, Lou X. Permeability Imaging as a Biomarker of Leptomeningeal Collateral Flow in Patients with Intracranial Arterial Stenosis. Cell Biochem Biophys 2016; 71:1273-9. [PMID: 25504074 DOI: 10.1007/s12013-014-0343-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Different methods of angiography are of great clinical utility; however, it still remains unstandardized as which method would be suitable to determine cerebral collateral circulation. Here we compared digital subtraction angiography (DSA), computer tomography angiography (CTA) and dynamic contrast-enhanced T1-weighted imaging magnetic resonance imaging (MRI) findings in seven patients with severe intracranial arterial stenosis, and determine whether volume transfer constant (K(trans)) maps of permeability imaging could be used as the biomarkers of cerebral collateral circulation. We retrospectively reviewed seven adult patients with severe intracranial arterial stenosis or occlusion with a complete parenchymal and vascular imaging work-up. DSA, CTA source imaging (CTA-SI), arterial spin labeling (ASL), and K(trans) maps were used to assess their collateral flow. Cohen's Kappa coefficient was calculated to test the consistency of their collateral scores. A reasonable agreement was found between DSA and K(trans) maps (Kappa = 0.502, P < 0.001) when all 15 regional vascular sites were included, and a better agreement found after exclusion of perforating artery territories (N = 10 sites, Kappa = 0.766, P < 0.001). The agreement between CTA-SI and DSA was moderate on all 15 sites (Kappa = 0.413, P < 0.001) and 10 sites (Kappa = 0.329, P < 0.001). The agreement between ASL and DSA was least favorable, no matter for all 15 sites (Kappa = 0.270, P < 0.001) or 10 sites (Kappa = 0.205, P = 0.002). K(trans) maps are useful and promising for leptomeningeal collateral assessment, when compared to CTA-SI or ASL. Further studies are requited for verify its validity in a large registry of patients.
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Affiliation(s)
- Hui Chen
- Third Military Medical University, Chongqing, China.,Department of Neurology, Military General Hospital of Beijing PLA, No. 5, Nanmencang, Dongcheng District, Beijing, 100700, China
| | - Bing Wu
- Department of Radiology, Military General Hospital of Beijing PLA, Beijing, China
| | - Guangming Zhu
- Department of Neurology, Military General Hospital of Beijing PLA, No. 5, Nanmencang, Dongcheng District, Beijing, 100700, China
| | - Max Wintermark
- Department of Radiology, Neuroradiology Division, Stanford University, Stanford, CA, USA
| | - Xinhuai Wu
- Department of Radiology, Military General Hospital of Beijing PLA, Beijing, China
| | | | - Xiao Xu
- GE Healthcare, Beijing, China
| | - Chenglin Tian
- Department of Neurology, Chinese PLA General Hospital, Beijing, China
| | - Lin Ma
- Department of Radiology, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China
| | - Weiwei Zhang
- Department of Neurology, Military General Hospital of Beijing PLA, No. 5, Nanmencang, Dongcheng District, Beijing, 100700, China.
| | - Xin Lou
- Department of Radiology, Chinese PLA General Hospital, No. 28, Fuxing Road, Haidian District, Beijing, 100853, China.
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Hartkamp NS, Hendrikse J, De Cocker LJL, de Borst GJ, Kappelle LJ, Bokkers RPH. Misinterpretation of ischaemic infarct location in relationship to the cerebrovascular territories. J Neurol Neurosurg Psychiatry 2016; 87:1084-90. [PMID: 27466359 PMCID: PMC5036207 DOI: 10.1136/jnnp-2015-312906] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2015] [Accepted: 06/15/2016] [Indexed: 11/05/2022]
Abstract
PURPOSE Cerebral perfusion territories are known to vary widely among individuals. This may lead to misinterpretation of the symptomatic artery in patients with ischaemic stroke to a wrong assumption of the underlying aetiology being thromboembolic or hypoperfusion. The aim of the present study was to investigate such potential misinterpretation with territorial arterial spin labelling (T-ASL) by correlating infarct location with imaging of the perfusion territory of the carotid arteries or basilar artery. MATERIALS AND METHODS 223 patients with subacute stroke underwent MRI including structural imaging scans to determine infarct location, time-of-flight MR angiography (MRA) to determine the morphology of the circle of Willis and T-ASL to identify the perfusion territories of the internal carotid arteries, and basilar artery. Infarct location and the perfusion territory of its feeding artery were classified with standard MRI and MRA according to a perfusion atlas, and were compared to the classification made according to T-ASL. RESULTS A total of 149 infarctions were detected in 87 of 223 patients. 15 out of 149 (10%) infarcts were erroneously attributed to a single perfusion territory; these infarcts were partly located in the originally determined perfusion territory but proved to be localised in the border zone with the adjacent perfusion territory instead. 12 out of 149 (8%) infarcts were misclassified with standard assessments and were not located in the original perfusion territory. CONCLUSIONS T-ASL with territorial perfusion imaging may provide important additional information for classifying the symptomatic brain-feeding artery when compared to expert evaluation with MRI and MRA.
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Affiliation(s)
- Nolan S Hartkamp
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - J Hendrikse
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Laurens J L De Cocker
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gert Jan de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L Jaap Kappelle
- Department of Neurology, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Reinoud P H Bokkers
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Jansen IGH, Berkhemer OA, Yoo AJ, Vos JA, Lycklama À Nijeholt GJ, Sprengers MES, van Zwam WH, Schonewille WJ, Boiten J, van Walderveen MAA, van Oostenbrugge RJ, van der Lugt A, Marquering HA, Majoie CBLM. Comparison of CTA- and DSA-Based Collateral Flow Assessment in Patients with Anterior Circulation Stroke. AJNR Am J Neuroradiol 2016; 37:2037-2042. [PMID: 27418474 DOI: 10.3174/ajnr.a4878] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 05/11/2016] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Collateral flow is associated with clinical outcome after acute ischemic stroke and may serve as a parameter for patient selection for intra-arterial therapy. In clinical trials, DSA and CTA are 2 imaging modalities commonly used to assess collateral flow. We aimed to determine the agreement between collateral flow assessment on CTA and DSA and their respective associations with clinical outcome. MATERIALS AND METHODS Patients randomized in MR CLEAN with middle cerebral artery occlusion and both baseline CTA images and complete DSA runs were included. Collateral flow on CTA and DSA was graded 0 (absent) to 3 (good). Quadratic weighted κ statistics determined agreement between both methods. The association of both modalities with mRS at 90 days was assessed. Also, association between the dichotomized collateral score and mRS 0-2 (functional independence) was ascertained. RESULTS Of 45 patients with evaluable imaging data, collateral flow was graded on CTA as 0, 1, 2, 3 for 3, 10, 20, and 12 patients, respectively, and on DSA for 12, 17, 10, and 6 patients, respectively. The κ-value was 0.24 (95% CI, 0.16-0.32). The overall proportion of agreement was 24% (95% CI, 0.12-0.38). The adjusted odds ratio for favorable outcome on mRS was 2.27 and 1.29 for CTA and DSA, respectively. The relationship between the dichotomized collateral score and mRS 0-2 was significant for CTA (P = .01), but not for DSA (P = .77). CONCLUSIONS Commonly applied collateral flow assessment on CTA and DSA showed large differences, indicating that these techniques are not interchangeable. CTA was significantly associated with mRS at 90 days, whereas DSA was not.
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Affiliation(s)
- I G H Jansen
- From the Departments of Radiology (I.G.H.J., O.A.B., M.E.S.S., C.B.L.M.M.)
| | - O A Berkhemer
- From the Departments of Radiology (I.G.H.J., O.A.B., M.E.S.S., C.B.L.M.M.).,Departments of Neurology (O.A.B.)
| | - A J Yoo
- Texas Stroke Institute (A.J.Y.), Plano, Texas
| | - J A Vos
- Departments of Radiology (J.A.V.)
| | | | - M E S Sprengers
- From the Departments of Radiology (I.G.H.J., O.A.B., M.E.S.S., C.B.L.M.M.)
| | | | - W J Schonewille
- Neurology (W.J.S.), St. Antonius Hospital, Nieuwegein, the Netherlands
| | - J Boiten
- Neurology (J.B.), Haaglanden Medical Center, The Haag, the Netherlands
| | - M A A van Walderveen
- Department of Radiology (M.A.A.v.W.), Leiden University Medical Center, Leiden, the Netherlands
| | - R J van Oostenbrugge
- Neurology (R.J.v.O.), Cardiovascular Research Institute, Maastricht, the Netherlands
| | - A van der Lugt
- Radiology (A.v.d.L.), Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - H A Marquering
- Biomedical Engineering and Physics (H.A.M.), Academic Medical Center, Amsterdam, the Netherlands
| | - C B L M Majoie
- From the Departments of Radiology (I.G.H.J., O.A.B., M.E.S.S., C.B.L.M.M.)
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Roach BA, Donahue MJ, Davis LT, Faraco CC, Arteaga D, Chen SC, Ladner TR, Scott AO, Strother MK. Interrogating the Functional Correlates of Collateralization in Patients with Intracranial Stenosis Using Multimodal Hemodynamic Imaging. AJNR Am J Neuroradiol 2016; 37:1132-8. [PMID: 27056428 DOI: 10.3174/ajnr.a4758] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Accepted: 11/28/2015] [Indexed: 01/14/2023]
Abstract
BACKGROUND AND PURPOSE The importance of collateralization for maintaining adequate cerebral perfusion is increasingly recognized. However, measuring collateral flow noninvasively has proved elusive. The aim of this study was to assess correlations among baseline perfusion and arterial transit time artifacts, cerebrovascular reactivity, and the presence of collateral vessels on digital subtraction angiography. MATERIALS AND METHODS The relationship between the presence of collateral vessels on arterial spin-labeling MR imaging and DSA was compared with blood oxygen level-dependent MR imaging measures of hypercapnic cerebrovascular reactivity in patients with symptomatic intracranial stenosis (n = 18). DSA maps were reviewed by a neuroradiologist and assigned the following scores: 1, collaterals to the periphery of the ischemic site; 2, complete irrigation of the ischemic bed via collateral flow; and 3, normal antegrade flow. Arterial spin-labeling maps were scored according to the following: 0, low signal; 1, moderate signal with arterial transit artifacts; 2, high signal with arterial transit artifacts; and 3, normal signal. RESULTS In regions with normal-to-high signal on arterial spin-labeling, collateral vessel presence on DSA strongly correlated with declines in cerebrovascular reactivity (as measured on blood oxygen level-dependent MR imaging, P < .001), most notably in patients with nonatherosclerotic disease. There was a trend toward increasing cerebrovascular reactivity with increases in the degree of collateralization on DSA (P = .082). CONCLUSIONS Collateral vessels may have fundamentally different vasoreactivity properties from healthy vessels, a finding that is observed most prominently in nonatherosclerotic disease and, to a lesser extent, in atherosclerotic disease.
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Affiliation(s)
- B A Roach
- From the Departments of Radiology and Radiological Sciences (B.A.R., M.J.D., L.T.D., C.C.F., D.A., T.R.L., A.O.S., M.K.S.)
| | - M J Donahue
- From the Departments of Radiology and Radiological Sciences (B.A.R., M.J.D., L.T.D., C.C.F., D.A., T.R.L., A.O.S., M.K.S.) Neurology (M.J.D.) Psychiatry (M.J.D.)
| | - L T Davis
- From the Departments of Radiology and Radiological Sciences (B.A.R., M.J.D., L.T.D., C.C.F., D.A., T.R.L., A.O.S., M.K.S.)
| | - C C Faraco
- From the Departments of Radiology and Radiological Sciences (B.A.R., M.J.D., L.T.D., C.C.F., D.A., T.R.L., A.O.S., M.K.S.)
| | - D Arteaga
- From the Departments of Radiology and Radiological Sciences (B.A.R., M.J.D., L.T.D., C.C.F., D.A., T.R.L., A.O.S., M.K.S.)
| | - S-C Chen
- the Vanderbilt Center for Quantitative Sciences (S.-C.C.), Vanderbilt Medical Center, Nashville, Tennessee
| | - T R Ladner
- From the Departments of Radiology and Radiological Sciences (B.A.R., M.J.D., L.T.D., C.C.F., D.A., T.R.L., A.O.S., M.K.S.)
| | - A O Scott
- From the Departments of Radiology and Radiological Sciences (B.A.R., M.J.D., L.T.D., C.C.F., D.A., T.R.L., A.O.S., M.K.S.)
| | - M K Strother
- From the Departments of Radiology and Radiological Sciences (B.A.R., M.J.D., L.T.D., C.C.F., D.A., T.R.L., A.O.S., M.K.S.)
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Bokkers RPH, De Cocker LJ, van Osch MJP, Hartkamp NS, Hendrikse J. Selective Arterial Spin Labeling: Techniques and Neurovascular Applications. Top Magn Reson Imaging 2016; 25:73-80. [PMID: 27049244 DOI: 10.1097/rmr.0000000000000078] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Knowledge of the distribution of blood flowing from the heart to the brain-feeding arteries is important for the understanding and diagnosis of cerebrovascular diseases. Due to anatomical variations and anomalies within the cerebrovasculature, together with changes caused by various cerebrovascular diseases, there is high variability in the distribution of blood to the parenchyma. This article reviews the various methods that are available for determining the flow territories of the brain-feeding arteries and provides an overview of the different territorial arterial spin labeling (ASL) magnetic resonance imaging (MRI) techniques that have been introduced during the past 2 decades. ASL is a noninvasive method that uses arterial blood as an endogenous contrast agent by magnetically labeling the inflowing blood with radiofrequency pulses. Several selective ASL MRI methods are available to visualize the perfusion territories of individual brain feeding arteries and determine the presence of collateral blood flow pathways. Clinically, these selective perfusion methods may replace more invasive procedures such as catheter angiography for various diseases in which it is of importance to determine the feeding blood vessels, evaluate the presence potential collateral pathways, and monitor the patency of surgical bypasses.
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Affiliation(s)
- Reinoud P H Bokkers
- *Department of Radiology, University of Groningen, Groningen, The Netherlands †Department of Radiology, University Medical Center Groningen, Groningen, The Netherlands ‡Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands §Department of Radiology, C.J. Gorter Center for High Field MRI, Leiden University Medical Center, Leiden, The Netherlands
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Hernández-Pérez M, Puig J, Blasco G, Pérez de la Ossa N, Dorado L, Dávalos A, Munuera J. Dynamic Magnetic Resonance Angiography Provides Collateral Circulation and Hemodynamic Information in Acute Ischemic Stroke. Stroke 2016; 47:531-4. [DOI: 10.1161/strokeaha.115.010748] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Accepted: 10/29/2015] [Indexed: 11/16/2022]
Affiliation(s)
- María Hernández-Pérez
- From the Stroke Unit (M.H.-P., N.P.O., L.D., A.D.) and Diagnostic Imaging Institute (J.M.), Germans Trias i Pujol University Hospital, UAB, Badalona, Spain; and Department of Radiology, IDIBGI Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain (J.P., G.B.)
| | - Josep Puig
- From the Stroke Unit (M.H.-P., N.P.O., L.D., A.D.) and Diagnostic Imaging Institute (J.M.), Germans Trias i Pujol University Hospital, UAB, Badalona, Spain; and Department of Radiology, IDIBGI Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain (J.P., G.B.)
| | - Gerard Blasco
- From the Stroke Unit (M.H.-P., N.P.O., L.D., A.D.) and Diagnostic Imaging Institute (J.M.), Germans Trias i Pujol University Hospital, UAB, Badalona, Spain; and Department of Radiology, IDIBGI Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain (J.P., G.B.)
| | - Natalia Pérez de la Ossa
- From the Stroke Unit (M.H.-P., N.P.O., L.D., A.D.) and Diagnostic Imaging Institute (J.M.), Germans Trias i Pujol University Hospital, UAB, Badalona, Spain; and Department of Radiology, IDIBGI Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain (J.P., G.B.)
| | - Laura Dorado
- From the Stroke Unit (M.H.-P., N.P.O., L.D., A.D.) and Diagnostic Imaging Institute (J.M.), Germans Trias i Pujol University Hospital, UAB, Badalona, Spain; and Department of Radiology, IDIBGI Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain (J.P., G.B.)
| | - Antoni Dávalos
- From the Stroke Unit (M.H.-P., N.P.O., L.D., A.D.) and Diagnostic Imaging Institute (J.M.), Germans Trias i Pujol University Hospital, UAB, Badalona, Spain; and Department of Radiology, IDIBGI Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain (J.P., G.B.)
| | - Josep Munuera
- From the Stroke Unit (M.H.-P., N.P.O., L.D., A.D.) and Diagnostic Imaging Institute (J.M.), Germans Trias i Pujol University Hospital, UAB, Badalona, Spain; and Department of Radiology, IDIBGI Diagnostic Imaging Institute, Dr Josep Trueta University Hospital, Girona, Spain (J.P., G.B.)
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49
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Lyu J, Ma N, Liebeskind DS, Wang DJJ, Ma L, Xu Y, Wang T, Miao Z, Lou X. Arterial Spin Labeling Magnetic Resonance Imaging Estimation of Antegrade and Collateral Flow in Unilateral Middle Cerebral Artery Stenosis. Stroke 2016; 47:428-33. [PMID: 26732570 DOI: 10.1161/strokeaha.115.011057] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Accepted: 11/30/2015] [Indexed: 01/04/2023]
Abstract
BACKGROUND AND PURPOSE Three-dimensional pseudocontinuous arterial spin labeling with multiple postlabeling delays has been used to assess cerebral blood flow (CBF). We used this modality to estimate antegrade and collateral flow in patients with unilateral middle cerebral artery stenosis. METHODS Consecutive patients with unilateral middle cerebral artery 50% to 99% stenosis at 2 centers underwent pseudocontinuous arterial spin labeling with a postlabeling delays of 1.5 and 2.5 s. Mean CBF of bilateral middle cerebral artery territory at the postlabeling delays 1.5 and 2.5 s was measured. Early-arriving flow proportion was defined as (CBF 1.5 s at lesion side/CBF 2.5 s at normal side)×100%. Late-arriving retrograde flow proportion was defined as ([CBF 2.5 s-CBF 1.5 s] at lesion side-[CBF 2.5 s-CBF 1.5 s] at normal side)/CBF 2.5 s at normal side×100%. Antegrade and collateral scales were evaluated in patients with conventional angiography. Spearman correlation coefficients were calculated between early-arriving flow and late-arriving retrograde flow proportions on arterial spin labeling and antegrade and collateral scales on conventional angiography, respectively. RESULTS Forty-one patients (46.0±12.0 years) were enrolled. The mean early-arriving flow proportion was 78.3±14.9%. The mean late-arriving retrograde flow proportion was 16.1±10.2%. In 21 patients with conventional angiography, Spearman correlation coefficient was 0.53 (95% confidence interval, 0.11-0.79) between antegrade grade and early-arriving flow proportion (P=0.01) and 0.81 (95% confidence interval, 0.56-0.92) between collateral grade and late-arriving retrograde flow proportion (P<0.0001). CONCLUSIONS Three-dimensional pseudocontinuous arterial spin labeling with 2 postlabeling delays may provide an empirical approach for estimating antegrade and collateral flow in patients with unilateral middle cerebral artery stenosis. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifier: NCT02479243.
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Affiliation(s)
- Jinhao Lyu
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.)
| | - Ning Ma
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.)
| | - David S Liebeskind
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.)
| | - Danny J J Wang
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.)
| | - Lin Ma
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.)
| | - Yang Xu
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.)
| | - Ting Wang
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.)
| | - Zhongrong Miao
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.).
| | - Xin Lou
- From the Department of Radiology, Chinese PLA General Hospital, Beijing, China (J.L., L.M., Y.X., T.W., X.L.); Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Center of Stroke, Beijing Institute for Brain Disorders, Beijing, China (N.M., Z.M.); and Department of Neurology, UCLA Stroke Center, Los Angeles (D.S.L., D.J.J.W.).
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50
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Wen WL, Fang YB, Yang PF, Zhang YW, Wu YN, Shen H, Ge JJ, Xu Y, Hong B, Huang QH, Liu JM. Parametric Digital Subtraction Angiography Imaging for the Objective Grading of Collateral Flow in Acute Middle Cerebral Artery Occlusion. World Neurosurg 2015; 88:119-125. [PMID: 26748176 DOI: 10.1016/j.wneu.2015.12.084] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2015] [Revised: 12/21/2015] [Accepted: 12/22/2015] [Indexed: 10/22/2022]
Abstract
PURPOSE To report the feasibility of parametric color-coded digital subtraction angiography (DSA) in complementing the traditional, subjective way of leptomeningeal collateral assessment in acute middle cerebral artery (MCA) occlusions. METHODS Thirty-three consecutive patients with acute MCA occlusion who received endovascular treatment were recruited for investigation. Eighteen of 33 consecutive patients were included. The target downstream territory (TDT) of MCA and reference point at terminal internal carotid artery of each patient was contoured by 5 raters independently on the basis of anteroposterior 2-dimensional DSA. Two parameters of relative maximum density of TDT (rDensitymax) and peak time interval (ΔPT) between reference and TDT were extracted by the use of parametric DSA analysis software. Interrater reliability was tested with intraclass correlation coefficients. Parameters with sufficient interrater reliability entered validity evaluation. Then, the correlation test with the American Society of Interventional and Therapeutic Neuroradiology collateral grading system and efficacy in predicting favorable clinical outcome was evaluated. RESULTS The intraclass correlation coefficient of rDensitymax and ΔPT were 0.983, 95% confidence interval 0.968-0.993 and 0.831, 95% confidence interval 0.705-0.923, respectively. The parameter rDensitymax showed a strong correlation with the American Society of Interventional and Therapeutic Neuroradiology collateral grading system score (r of Spearman correlation test = 0.869, P < 0.001) and mRS at 3 months (partial correlation coefficient = 0.616, P = 0.009), whereas ΔPT_average did not. A cut-off point of 0.224 in rDensitymax predicted a favorable clinical outcome with high sensitivity and specificity. CONCLUSIONS The relative maximum contrast density of MCA territory on 2-dimensional DSA measured by parametric imaging technique appears to be a simple and reliable metric for the assessment of leptomeningeal collaterals in cases of acute MCA occlusion.
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Affiliation(s)
- Wan-Ling Wen
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Yi-Bin Fang
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Peng-Fei Yang
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Yong-Wei Zhang
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Yi-Na Wu
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Hui Shen
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Jia-Jia Ge
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Yi Xu
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Bo Hong
- Department of Neurosurgery, Changhai Hospital, Shanghai, China
| | - Qing-Hai Huang
- Department of Neurosurgery, Changhai Hospital, Shanghai, China.
| | - Jian-Min Liu
- Department of Neurosurgery, Changhai Hospital, Shanghai, China.
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