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Liang Y, Yu Y, Liu J, Li X, Chen X, Zhou H, Guo ZN. Blood-brain barrier disruption and hemorrhagic transformation in acute stroke before endovascular reperfusion therapy. Front Neurol 2024; 15:1349369. [PMID: 38756220 PMCID: PMC11097340 DOI: 10.3389/fneur.2024.1349369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 03/19/2024] [Indexed: 05/18/2024] Open
Abstract
Background and purpose Early blood-brain barrier (BBB) disruption in patients with acute ischemic stroke (AIS) can be detected on perfusion computed tomography (PCT) images before undergoing reperfusion therapy. In this study, we aimed to determine whether early disruption of the BBB predicts intracranial hemorrhage transformation (HT) in patients with AIS undergoing endovascular therapy and further identify factors influencing BBB disruption. Methods We retrospectively analyzed general clinical and imaging data derived from 159 consecutive patients with acute anterior circulation stroke who were admitted to the Department of Neurology of the First Hospital of Jilin University, and who underwent endovascular treatment between January 1, 2021, and March 31, 2023. We evaluated the relationship between BBB destruction and intracranial HT before endovascular reperfusion therapy and examined the risk factors for early BBB destruction. Results A total of 159 patients with assessable BBB leakage were included. The median (interquartile range, IQR) age was 63 (54-70) years, 108 (67.9%) patients were male, and the median baseline National Institutes of Health Stroke Scale (NHISS) score was 12 (10-15). Follow-up non-contrast computed tomography (NCCT) detected HT in 63 patients. After logistic regression modeling adjustment, we found that BBB leakage in the true leakage area was slightly more than 2-fold risk of HT (odds ratio [OR], 2.01; 95% confidence interval [CI] 1.02-3.92). Heart rate was also associated with HT (OR, 1.03, 95% CI, 1.00-1.05). High Blood-brain barrier permeability (BBBP) in the true leakage area was positively correlated with infarct core volume (OR, 1.03; 95% CI, 1.01-1.05). Conclusion Early BBB destruction before endovascular reperfusion therapy was associated with HT, whereas high BBBP correlated positively with infarct core volume.
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Affiliation(s)
- Yuchen Liang
- Department of Radiology, The First Hospital of Jilin University, Changchun, China
| | - Yang Yu
- Siemens Healthineers Ltd. CT Collaboration, Siemens Healthineers Ltd., Beijing, China
| | - Jiaxin Liu
- Department of Radiology, The First Hospital of Jilin University, Changchun, China
| | - Xuewei Li
- Department of Radiology, The First Hospital of Jilin University, Changchun, China
| | - Xue Chen
- Department of Radiology, The First Hospital of Jilin University, Changchun, China
| | - Hongwei Zhou
- Department of Radiology, The First Hospital of Jilin University, Changchun, China
| | - Zhen-Ni Guo
- Department of Neurology, Stroke Center, The First Hospital of Jilin University, Changchun, China
- Department of Neurology, Neuroscience Research Center, The First Hospital of Jilin University, Changchun, China
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2
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Pham J, Ng FC. Novel advanced imaging techniques for cerebral oedema. Front Neurol 2024; 15:1321424. [PMID: 38356883 PMCID: PMC10865379 DOI: 10.3389/fneur.2024.1321424] [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: 10/14/2023] [Accepted: 01/09/2024] [Indexed: 02/16/2024] Open
Abstract
Cerebral oedema following acute ischemic infarction has been correlated with poor functional outcomes and is the driving mechanism of malignant infarction. Measurements of midline shift and qualitative assessment for herniation are currently the main CT indicators for cerebral oedema but have limited sensitivity for small cortical infarcts and are typically a delayed sign. In contrast, diffusion-weighted (DWI) or T2-weighted magnetic resonance imaging (MRI) are highly sensitive but are significantly less accessible. Due to the need for early quantification of cerebral oedema, several novel imaging biomarkers have been proposed. Based on neuroanatomical shift secondary to space-occupying oedema, measures such as relative hemispheric volume and cerebrospinal fluid displacement are correlated with poor outcomes. In contrast, other imaging biometrics, such as net water uptake, T2 relaxometry and blood brain barrier permeability, reflect intrinsic tissue changes from the influx of fluid into the ischemic region. This review aims to discuss quantification of cerebral oedema using current and developing advanced imaging techniques, and their role in predicting clinical outcomes.
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Affiliation(s)
- Jenny Pham
- Department of Radiology, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Felix C. Ng
- Department of Neurology, Royal Melbourne Hospital, Parkville, VIC, Australia
- Department of Neurology, Austin Health, Heidelberg, VIC, Australia
- Department of Medicine at Royal Melbourne Hospital, Melbourne Brain Centre, University of Melbourne, Parkville, VIC, Australia
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Mubarak F, Fatima H, Mustafa MS, Shafique MA, Abbas SR, Rangwala HS. Assessment Precision of CT Perfusion Imaging in the Detection of Acute Ischemic Stroke: A Systematic Review and Meta-Analysis. Cureus 2023; 15:e44396. [PMID: 37791142 PMCID: PMC10542215 DOI: 10.7759/cureus.44396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/30/2023] [Indexed: 10/05/2023] Open
Abstract
Stroke, a prevalent medical emergency, comprises ischemic and hemorrhagic subtypes, with acute ischemic stroke (AIS) being a predominant type. The application of computed tomography perfusion (CTP) imaging has gained prominence due to its rapidity and accessibility in stroke evaluation. This study systematically reviews and conducts a meta-analysis of existing literature to assess the diagnostic accuracy of CTP in detecting AIS and predicting hemorrhagic transformation (HT). Employing Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, an extensive search was conducted across electronic databases and relevant radiology journals. Studies conducted between 2007 and 2023 that fulfilled predetermined inclusion criteria underwent quality assessment using the Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS 2) tool. Cochrane diagnostic accuracy tools were used for data extraction. Thirteen studies involving a total of 1014 patients were included in the analysis. The diagnostic performance of CTP in predicting HT demonstrated high sensitivity (86.7%) and moderate specificity (77.8%), resulting in an overall accuracy of 79.1%. The negative predictive value (NPV) was notably high (92.9%), signifying its efficacy in excluding patients at risk of HT. The positive predictive value (PPV) was comparatively lower (60.3%), highlighting the need for clinical context when making thrombolysis decisions. The false positive rate was 16.2%, while the false negative rate was minimal (9.8%). Subgroup analysis underscored consistent sensitivity and specificity across diverse imaging metrics. The findings of this study emphasize the promising diagnostic accuracy of CTP imaging in predicting HT subsequent to AIS. This non-invasive technique can aid treatment decisions and patient management strategies. By effectively assessing perfusion status and offering predictive insights, CTP imaging improves stroke intervention choices, especially in identifying patients with a lower risk of HT.
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Affiliation(s)
- Fatima Mubarak
- Department of Radiology, Aga Khan University Hospital, Karachi, PAK
| | - Hareer Fatima
- Department of Medicine, Jinnah Sindh Medical University, Karachi, PAK
| | | | | | - Syed Raza Abbas
- Department of Medicine, Dow University of Health Sciences, Karachi, PAK
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4
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Qiu L, Cai Y, Geng Y, Yao X, Wang L, Cao H, Zhang X, Wu Q, Kong D, Ding D, Shi Y, Wang Y, Wu J. Mesenchymal stem cell-derived extracellular vesicles attenuate tPA-induced blood-brain barrier disruption in murine ischemic stroke models. Acta Biomater 2022; 154:424-442. [PMID: 36367475 DOI: 10.1016/j.actbio.2022.10.022] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/24/2022] [Accepted: 10/11/2022] [Indexed: 12/14/2022]
Abstract
Intracerebral hemorrhage following blood-brain barrier (BBB) disruption resulting from thrombolysis of ischemic stroke with tissue plasminogen activator (tPA) remains a critical clinical problem. Mesenchymal stem cell-derived extracellular vesicles (MSC-EVs) are promising nanotherapeutic agents that have the potential to repair the BBB after ischemic stroke; however, whether they can attenuate BBB disruption and hemorrhagic transformation after tPA thrombolysis is largely unknown. Here, we observed that MSC-EVs efficiently passed through the BBB and selectively accumulated in injured brain regions in ischemic stroke model mice in real time using aggregation-induced emission luminogens (AIEgens), which exhibit better tracking ability than the commercially available tracer DiR. Moreover, tPA administration promoted the homing of MSC-EVs to the ischemic brain and increased the uptake of MSC-EVs by astrocytes. Furthermore, the accumulated MSC-EVs attenuated the tPA-induced disruption of BBB integrity and alleviated hemorrhage by inhibiting astrocyte activation and inflammation. Mechanistically, miR-125b-5p delivered by MSC-EVs played an indispensable role in maintaining BBB integrity by targeting Toll-like receptor 4 (TLR4) and inhibiting nuclear transcription factor-kappaB (NF-κB) signaling in astrocytes. This study provides a noninvasive method for real-time tracking of MSC-EVs in the ischemic brain after tPA treatment and highlights the potential of MSC-EVs as thrombolytic adjuvants for ischemic stroke. STATEMENT OF SIGNIFICANCE: Although tPA thrombolysis is the most effective pharmaceutical strategy for acute ischemic stroke, its clinical application and therapeutic efficacy are challenged by tPA-induced BBB disruption and hemorrhagic transformation. Our study demonstrated that MSC-EVs can act as an attractive thrombolytic adjuvant to repair the BBB and improve thrombolysis in a mouse ischemic stroke model. Notably, by labeling MSC-EVs with AIEgens, we achieved accurate real-time imaging of MSC-EVs in the ischemic brain and therapeutic visualization. MSC-EVs inhibit astrocyte activation and associated inflammation through miR-125b-5p/TLR4/NF-κB pathway. Consequently, we revealed that MSC-EVs combined with tPA thrombolysis may be a promising approach for the treatment of ischemic stroke in clinical setting.
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Affiliation(s)
- Lina Qiu
- Department of Neurology, Tianjin Huanhu Hospital, Tianjin 300350, China; Tianjin Key Laboratory of Cerebral Vascular and Neurodegenerative Diseases, Tianjin Neurosurgical Institute, Tianjin Huanhu Hospital, Tianjin 300350, China
| | - Ying Cai
- Tianjin Key Laboratory of Cerebral Vascular and Neurodegenerative Diseases, Tianjin Neurosurgical Institute, Tianjin Huanhu Hospital, Tianjin 300350, China
| | - Yanqin Geng
- Nankai University School of Medicine, Tianjin 300071, China
| | - Xiuhua Yao
- Tianjin Key Laboratory of Cerebral Vascular and Neurodegenerative Diseases, Tianjin Neurosurgical Institute, Tianjin Huanhu Hospital, Tianjin 300350, China
| | - Lanxing Wang
- Nankai University School of Medicine, Tianjin 300071, China
| | - Hongmei Cao
- Key Laboratory of Radiopharmacokinetics for Innovative Drugs, Chinese Academy of Medical Sciences, and Institute of Radiation Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300192, China
| | - Xuebin Zhang
- Department of Pathology, Tianjin Huanhu Hospital, Tianjin 300350, China
| | - Qiaoli Wu
- Tianjin Key Laboratory of Cerebral Vascular and Neurodegenerative Diseases, Tianjin Neurosurgical Institute, Tianjin Huanhu Hospital, Tianjin 300350, China
| | - Deling Kong
- The Key Laboratory of Bioactive Materials, Ministry of Education, Nankai University, The College of Life Science, Tianjin 300071, China
| | - Dan Ding
- The Key Laboratory of Bioactive Materials, Ministry of Education, Nankai University, The College of Life Science, Tianjin 300071, China
| | - Yang Shi
- The Key Laboratory of Bioactive Materials, Ministry of Education, Nankai University, The College of Life Science, Tianjin 300071, China.
| | - Yuebing Wang
- Nankai University School of Medicine, Tianjin 300071, China; Institute of Transplant Medicine, Tianjin First Central Hospital, Nankai University, Tianjin 300192, China.
| | - Jialing Wu
- Department of Neurology, Tianjin Huanhu Hospital, Tianjin 300350, China; Tianjin Key Laboratory of Cerebral Vascular and Neurodegenerative Diseases, Tianjin Neurosurgical Institute, Tianjin Huanhu Hospital, Tianjin 300350, China.
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5
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Katyal A, Bhaskar SMM. Value of pre-intervention computed tomography perfusion imaging in the assessment of tissue outcome and long-term clinical prognosis in patients with anterior circulation acute ischemic stroke receiving reperfusion therapy: a systematic review. Acta Radiol 2022; 63:1243-1254. [PMID: 34342497 DOI: 10.1177/02841851211035892] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Computed tomography perfusion (CTP) imaging has emerged as an important adjunct to the current armamentarium of acute ischemic stroke (AIS) workflow. However, its adoption in routine clinical practice is far from optimal. PURPOSE To investigate the putative association of CTP imaging biomarkers in the assessment of prognosis in acute ischemic stroke. MATERIAL AND METHODS We performed a systematic review of the literature using MEDLINE, EMBASE, and Cochrane Central Register of Clinical Trials focusing on CTP biomarkers, tissue-based and clinical-based patient outcomes. We included randomized controlled trials, prospective cohort studies, and case-controlled studies published from January 2005 to 28 August 2020. Two independent reviewers conducted the study appraisal, data extraction, and quality assessment of the studies. RESULTS A total of 60 full-text studies were included in the final systematic review analysis. Increasing infarct core volume is associated with reduced odds of achieving functional independence (modified Rankin score 0-2) at 90 days and is correlated with the final infarct volume when reperfusion is achieved. CONCLUSION CTP has value in assessing tissue perfusion status in the hyperacute stroke setting and the long-term clinical prognosis of patients with AIS receiving reperfusion therapy. However, the prognostic use of CTP requires optimization and further validation.
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Affiliation(s)
- Anubhav Katyal
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW, Australia.,University of New South Wales (UNSW), South West Sydney Clinical School, Sydney, NSW, Australia
| | - Sonu Menachem Maimonides Bhaskar
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW, Australia.,Liverpool Hospital & South West Sydney Local Health District (SWSLHD), Department of Neurology & Neurophysiology, Sydney, NSW, Australia.,NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW, Australia.,Thrombolysis and Endovascular WorkFLOw Network (TEFLON), Sydney, NSW, Australia
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6
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Li M, Xu Y, Wu J, Wu C, Li A, Ji X. Circulating N-Terminal Probrain Natriuretic Peptide Levels in Relation to Ischemic Stroke and Its Subtypes: A Mendelian Randomization Study. Front Genet 2022; 13:795479. [PMID: 35273636 PMCID: PMC8902306 DOI: 10.3389/fgene.2022.795479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 01/10/2022] [Indexed: 12/01/2022] Open
Abstract
Mendelian randomization was used to evaluate the potential causal association between N-terminal probrain natriuretic peptide (NT-proBNP) and ischemic stroke based on summary statistics data from large-scale genome-wide association studies. Three single-nucleotide polymorphisms (SNPs) rs198389, rs13107325, and rs11105306 associated with NT-proBNP levels found in large general populations and in patients with acute heart disease were used as instrumental variables. The results of genetic association analysis of each single SNP show that there is no significant association between NT-proBNP levels and ischemic stroke or its subtypes, whereas rs198389 alone has a suggestive association with large-artery atherosclerosis stroke. The MR analysis of three SNPs shows that NT-proBNP levels may reduce the risk of small-vessel occlusion stroke suggestively. This genetic analysis provides insights into the pathophysiology and treatment of ischemic stroke.
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Affiliation(s)
- Ming Li
- China-America Institute of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yi Xu
- China-America Institute of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.,Department of Neuroscience, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jiaqi Wu
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Chuanjie Wu
- Department of Neuroscience, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Ang Li
- Department of Biomedical Engineering, Columbia University, New York City, NY, United States
| | - Xunming Ji
- China-America Institute of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.,Department of Neuroscience, Xuanwu Hospital, Capital Medical University, Beijing, China.,Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
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7
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Moser F, Todoran T, Ryan M, Baker E, Gunnarsson C, Kellum J. Hemorrhagic Transformation Rates following Contrast Media Administration in Patients Hospitalized with Ischemic Stroke. AJNR Am J Neuroradiol 2022; 43:381-387. [PMID: 35144934 PMCID: PMC8910803 DOI: 10.3174/ajnr.a7412] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 11/21/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND PURPOSE Hemorrhagic transformation is a critical complication associated with ischemic stroke and has been associated with contrast media administration. The objective of our study was to use real-world in-hospital data to evaluate the correlation between contrast media type and transformation from ischemic to hemorrhagic stroke. MATERIALS AND METHODS We obtained data on inpatient admissions with a diagnosis of ischemic stroke and a record of either iso-osmolar or low-osmolar iodinated contrast media for a stroke-related diagnostic test and a treatment procedure (thrombectomy, thrombolysis, or angioplasty). We performed multivariable regression analysis to assess the relationship between contrast media type and the development of hemorrhagic transformation during hospitalization, adjusting for patient characteristics, comorbid conditions, procedure type, a threshold for contrast media volume, and differences across hospitals. RESULTS Inpatient visits with exclusive use of either low-osmolar (n = 38,130) or iso-osmolar contrast media (n = 4042) were included. We observed an overall risk reduction in hemorrhagic transformation among patients who received iso-osmolar compared with low-osmolar contrast media, with an absolute risk reduction of 1.4% (P = .032), relative risk reduction of 12.5%, and number needed to prevent harm of 70. This outcome was driven primarily by patients undergoing endovascular thrombectomy (n = 9211), in which iso-osmolar contrast media was associated with an absolute risk reduction of 4.6% (P = .028), a relative risk reduction of 20.8%, and number needed to prevent harm of 22, compared with low-osmolar contrast media. CONCLUSIONS Iso-osmolar contrast media was associated with a lower rate of hemorrhagic transformation compared with low-osmolar contrast media in patients with ischemic stroke.
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Affiliation(s)
- F.G. Moser
- From the Department of Imaging (F.G.M.), Cedars-Sinai Medical Center, Los Angeles, California
| | - T.M. Todoran
- Divisions of Cardiology and Vascular Surgery, Medical University of South Carolina (T.M.T.), Charleston, South Carolina
| | - M. Ryan
- MPR Consulting (M.R.), Cincinnati, Ohio
| | - E. Baker
- CTI Clinical Trial & Consulting Services (E.B., C.G.), Covington, Kentucky
| | - C. Gunnarsson
- CTI Clinical Trial & Consulting Services (E.B., C.G.), Covington, Kentucky
| | - J.A. Kellum
- Center for Critical Care Nephrology (J.A.K.), Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
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Wang Z, Liu Z, Li S. Weak Lesion Feature Extraction by Dual-branch Separation and Enhancement Network for Safe Hemorrhagic Transformation Prediction. Comput Med Imaging Graph 2022; 97:102038. [DOI: 10.1016/j.compmedimag.2022.102038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 11/24/2021] [Accepted: 01/13/2022] [Indexed: 11/28/2022]
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Hong L, Hsu TM, Zhang Y, Cheng X. Neuroimaging Prediction of Hemorrhagic Transformation for Acute Ischemic Stroke. Cerebrovasc Dis 2022; 51:542-552. [PMID: 35026765 DOI: 10.1159/000521150] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 11/20/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Hemorrhagic transformation (HT) is a common complication of acute ischemic stroke, often resulting from reperfusion therapy. Early prediction of HT can enable stroke neurologists to undertake measures to avoid clinical deterioration and make optimal treatment strategies. Moreover, the trend of extending the time window for reperfusion therapy (both for intravenous thrombolysis and endovascular treatment) further requires more precise detection of HT tendency. SUMMARY In this review, we summarized and discussed the neuroimaging markers of HT prediction of acute ischemic stroke patients, mainly focusing on neuroimaging markers of ischemic degree and neuroimaging markers of blood-brain barrier permeability. This review is aimed to provide a concise introduction of HT prediction and to elicit possibilities of future research combining advanced technology to improve the accessibility and accuracy of HT prediction under emergent clinical settings. Key Messages: Substantial studies have utilized neuroimaging, blood biomarkers, and clinical variables to predict HT occurrence. Although huge progress has been made, more individualized and precise HT prediction using simple and robust imaging predictors combining stroke onset time should be the future goal of development.
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Affiliation(s)
- Lan Hong
- Department of Neurology, National Center for Neurological Disorders, National Clinical Research Centre for Aging and Medicine, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China,
| | - Tzu-Ming Hsu
- Shanghai Medical College, Fudan University, Shanghai, China
| | - Yiran Zhang
- Department of Neurology, National Center for Neurological Disorders, National Clinical Research Centre for Aging and Medicine, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China
| | - Xin Cheng
- Department of Neurology, National Center for Neurological Disorders, National Clinical Research Centre for Aging and Medicine, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China
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10
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Lansberg MG, Wintermark M, Kidwell CS, Albers GW. Magnetic Resonance Imaging of Cerebrovascular Diseases. Stroke 2022. [DOI: 10.1016/b978-0-323-69424-7.00048-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Katyal A, Bhaskar SMM. Value of pre-intervention CT perfusion imaging in acute ischemic stroke prognosis. DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY (ANKARA, TURKEY) 2021; 27:774-785. [PMID: 34792033 DOI: 10.5152/dir.2021.20805] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Noninvasive imaging plays an important role in acute stroke towards diagnosis and ongoing management of patients. Systemic thrombolysis and endovascular thrombectomy (EVT) are proven treatments currently used in standards of care in acute stroke settings. The role of computed tomography angiography (CTA) in selecting patients with large vessel occlusion for EVT is well established. However, the value of CT perfusion (CTP) imaging in predicting outcomes after stroke remains ambiguous. This article critically evaluates the value of multimodal CT imaging in early diagnosis and prognosis of acute ischemic stroke with a focus on the role of CTP in delineating tissue characteristics, patient selection, and outcomes after reperfusion therapy. Insights on various technical and clinical considerations relevant to CTP applications in acute ischemic stroke, recommendations for existing workflow, and future areas of research are discussed.
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Affiliation(s)
- Anubhav Katyal
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, Australia; University of New South Wales (UNSW), South Western Sydney Clinical School, NSW, Australia
| | - Sonu Menachem Maimonides Bhaskar
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, Australia; Department of Neurology - Neurophysiology, Liverpool Hospital - South West Sydney Local Health District (SWSLHD), Sydney, Australia;University of New South Wales (UNSW), South Western Sydney Clinical School, NSW, Australia; Ingham Institute for Applied Medical Research, Stroke - Neurology Research Group, Sydney, Australia; NSW Brain Clot Bank, NSW Health Statewide Biobank and NSW Health Pathology, Sydney, NSW, Australia;Thrombolysis and Endovascular WorkFLOw Network (TEFLON), Sydney, Australia
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12
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Value of Perfusion CT in the Prediction of Intracerebral Hemorrhage after Endovascular Treatment. Stroke Res Treat 2021; 2021:9933015. [PMID: 34336182 PMCID: PMC8321751 DOI: 10.1155/2021/9933015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 06/29/2021] [Accepted: 07/06/2021] [Indexed: 12/15/2022] Open
Abstract
Background Intracerebral hemorrhage (ICH) is a serious complication of endovascular treatment (EVT) in stroke patients with large vessel occlusion (LVO) and associated with increased morbidity and mortality. Aims Identification of radiological predictors is highly relevant. We investigated the predictive power of computed tomography perfusion (CTP) parameters concerning ICH in patients receiving EVT. Methods 392 patients with anterior circulation LVO with multimodal CT imaging who underwent EVT were analyzed. CTP parameters were visually evaluated for modified ASPECTS regions and compared between patients without ICH, those with hemorrhagic infarction (HI), and those with parenchymal hematoma (PH) according to the ECASS criteria at follow-up imaging and broken down by ASPECTS regions. Results 168 received intravenous thrombolysis (IV-rtPA), and 115 developed subsequent ICH (29.3%), of which 74 were classified as HI and 41 as PH. Patients with HI and PH had lower ASPECTS than patients without ICH and worse functional outcome after 90 days (p < 0.05). In 102 of the 115 patients with ICH, the deep middle cerebral artery (MCA) territory was affected with differences between patients without ICH, those with HI, and those with PH regarding cerebral blood volume (CBV) and blood-brain barrier permeability measured as flow extraction product (FED) relative to the contralateral hemisphere (p < 0.05). Patients with PH showed larger perfusion CT infarct core than patients without ICH (p < 0.01). Conclusion None of the examined CTP parameters was found to be a strong predictor of subsequent ICH. ASPECTS and initial CTP core volume were more reliable and may be useful and even so more practicable to assess the risk of subsequent ICH after EVT.
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Arba F, Piccardi B, Palumbo V, Biagini S, Galmozzi F, Iovene V, Giannini A, Testa GD, Sodero A, Nesi M, Gadda D, Moretti M, Lamassa M, Pescini F, Poggesi A, Sarti C, Nannoni S, Pracucci G, Limbucci N, Nappini S, Renieri L, Grifoni S, Fainardi E, Inzitari D, Nencini P. Blood-brain barrier leakage and hemorrhagic transformation: The Reperfusion Injury in Ischemic StroKe (RISK) study. Eur J Neurol 2021; 28:3147-3154. [PMID: 34143500 DOI: 10.1111/ene.14985] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 06/14/2021] [Accepted: 06/14/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND PURPOSE In patients with acute ischemic stroke treated with reperfusion therapy we aimed to evaluate whether pretreatment blood-brain barrier (BBB) leakage is associated with subsequent hemorrhagic transformation (HT). METHODS We prospectively screened patients with acute ischemic stroke treated with intravenous thrombolysis and/or endovascular treatment. Before treatment, each patient received computed tomography (CT), CT angiography, and CT perfusion. We assessed pretreatment BBB leakage within the ischemic area using the volume transfer constant (Ktrans ) value. Our primary outcome was relevant HT, defined as hemorrhagic infarction type 2 or parenchymal hemorrhage type 1 or 2. We evaluated independent associations between BBB leakage and HT using logistic regression, adjusting for age, sex, baseline stroke severity, Alberta Stroke Program Early CT Score (ASPECTS) ≥ 6, treatment type, and onset-to-treatment time. RESULTS We enrolled 171 patients with available assessment of BBB leakage. The patients' mean (±SD) age was 75.5 (±11.8) years, 86 (50%) were men, and the median (interquartile range) National Institutes of Health Stroke Scale score was 18 (12-23). A total of 32 patients (18%) received intravenous thrombolysis, 102 (60%) underwent direct endovascular treatment, and 37 (22%) underwent both. Patients with relevant HT (N = 31;18%) had greater mean BBB leakage (Ktrans 0.77 vs. 0.60; p = 0.027). After adjustment in the logistic regression model, we found that BBB leakage was associated both with a more than twofold risk of relevant HT (odds ratio [OR] 2.50; 95% confidence interval [CI] 1.03-6.03 per Ktrans point increase; OR 2.34; 95% CI 1.06-5.17 for Ktrans values > 0.63 [mean BBB leakage value]) and with symptomatic intracerebral hemorrhage (OR 4.30; 95% CI 1.13-13.77 per Ktrans point increase). CONCLUSION Pretreatment BBB leakage before reperfusion therapy was associated with HT, and may help to identify patients at risk of HT.
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Affiliation(s)
- Francesco Arba
- Stroke Unit, Careggi University Hospital, Florence, Italy
| | | | | | - Silvia Biagini
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Francesco Galmozzi
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Veronica Iovene
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Alessio Giannini
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Giuseppe Dario Testa
- Division of Geriatric Cardiology and Medicine, Department of Clinical and Experimental Medicine, University of Florence, Florence, Italy
| | - Alessandro Sodero
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Mascia Nesi
- Stroke Unit, Careggi University Hospital, Florence, Italy
| | - Davide Gadda
- Neuroradiology, Careggi University Hospital, Florence, Italy
| | - Marco Moretti
- Neuroradiology, Careggi University Hospital, Florence, Italy
| | - Maria Lamassa
- Stroke Unit, Careggi University Hospital, Florence, Italy
| | | | - Anna Poggesi
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Cristina Sarti
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Stefania Nannoni
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Giovanni Pracucci
- Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | - Nicola Limbucci
- Neurovascular Interventional Unit, Careggi University Hospital, Florence, Italy
| | - Sergio Nappini
- Neurovascular Interventional Unit, Careggi University Hospital, Florence, Italy
| | - Leonardo Renieri
- Neurovascular Interventional Unit, Careggi University Hospital, Florence, Italy
| | - Stefano Grifoni
- Department of Emergency Medicine, Careggi University Hospital, Florence, Italy
| | - Enrico Fainardi
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy
| | - Domenico Inzitari
- Institute of Neuroscience, Italian National Research Council, Florence, Italy
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14
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Arba F, Rinaldi C, Caimano D, Vit F, Busto G, Fainardi E. Blood-Brain Barrier Disruption and Hemorrhagic Transformation in Acute Ischemic Stroke: Systematic Review and Meta-Analysis. Front Neurol 2021; 11:594613. [PMID: 33551955 PMCID: PMC7859439 DOI: 10.3389/fneur.2020.594613] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 12/07/2020] [Indexed: 01/17/2023] Open
Abstract
Introduction: Hemorrhagic transformation (HT) is a complication of reperfusion therapy for acute ischemic stroke. Blood–brain barrier (BBB) disruption is a crucial step toward HT; however, in clinical studies, there is still uncertainty about this relation. Hence, we conducted a systematic review and meta-analysis to summarize the current evidence. Methods: We performed systematic review and meta-analysis of observational studies from January 1990 to March 2020 about the relation between BBB disruption and HT in patients with acute ischemic stroke with both computed tomography (CT) and magnetic resonance (MR) assessment of BBB. The outcome of interest was HT at follow-up imaging evaluation (within 48 h from symptom onset). We pooled data from available univariate odds ratios (ORs) in random-effects models with DerSimonian–Laird weights and extracted cumulative ORs. Results: We included 30 eligible studies (14 with CT and 16 with MR), N = 2,609 patients, with 88% and 70% of patients included in CT and MR studies treated with acute stroke therapy, respectively. The majority of studies were retrospective and had high or unclear risk of bias. BBB disruption was measured with consistent methodology in CT studies, whereas in MR studies, there was more variability. All CT studies provided a BBB disruption cutoff predictive of HT. Four CT and 10 MR studies were included in the quantitative analysis. We found that BBB disruption was associated with HT with both CT (OR = 3.42; 95%CI = 1.62–7.23) and MR (OR = 9.34; 95%CI = 3.16–27.59). There was a likely publication bias particularly for MR studies. Conclusion: Our results confirm that BBB disruption is associated with HT in both CT and MR studies. Compared with MR, CT has been more uniformly applied in the literature and has resulted in more consistent results. However, more efforts are needed for harmonization of protocols and methodology for implementation of BBB disruption as a neuroradiological marker in clinical practice.
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Affiliation(s)
| | - Chiara Rinaldi
- NEUROFARBA Department, University of Florence, Florence, Italy
| | - Danilo Caimano
- NEUROFARBA Department, University of Florence, Florence, Italy
| | - Federica Vit
- NEUROFARBA Department, University of Florence, Florence, Italy
| | | | - Enrico Fainardi
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
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15
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Muscari A, Bartoli E, Faccioli L, Franchi E, Pastore Trossello M, Puddu GM, Spinardi L, Zoli M. Venous thromboembolism prevention with low molecular weight heparin may reduce hemorrhagic transformation in acute ischemic stroke. Neurol Sci 2020; 41:2485-2494. [PMID: 32212012 DOI: 10.1007/s10072-020-04354-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 03/16/2020] [Indexed: 01/08/2023]
Abstract
BACKGROUND Subcutaneous heparin at a prophylactic dose (SHPD) is a rather common treatment in ischemic stroke, but whether it confers an increased risk of hemorrhagic transformation of cerebral infarct (HT) and whether its reduction or discontinuation favors HT regression are presently poorly understood. METHODS Two samples of ischemic stroke patients with a cerebral lesion diameter ≥ 3 cm on brain CT scan, admitted over 7 years to our stroke unit, were retrospectively examined: (1) patients treated or not treated with SHPD (enoxaparin 4000 U/day), with subsequent assessment of possible HT appearance (N = 267, mean age 75.9 ± 12.8 years) and (2) patients treated with SHPD, with HT and subsequent reduction/discontinuation or maintenance of the initial dose, and subsequent assessment of HT evolution (N = 116, mean age 75.7 ± 11.1 years). HT severity was quantified according to the ECASS study (HT score). RESULTS In the first sample, after adjustment for age, sex, stroke severity, cerebral lesion diameter, and other possible confounders, SHPD was inversely associated with HT appearance (hazard ratio 0.62, 95% CI 0.39-0.98, P = 0.04). In the second sample, after adjustment for age, sex, stroke severity, cerebral lesion diameter, and initial HT severity, SHPD reduction/discontinuation had an inverse effect on both HT score improvement (odds ratio 0.42, 95% CI 0.18-0.99, P = 0.049) and HT improvement according to neuroradiological reports (odds ratio 0.34, 95% CI 0.14-0.82, P = 0.015). CONCLUSIONS This retrospective study suggests that SHPD may play a protective role in HT appearance and evolution, which requires verification by a randomized clinical trial.
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Affiliation(s)
- Antonio Muscari
- Stroke Unit - Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy.
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
| | - Elena Bartoli
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Luca Faccioli
- Diagnostic and Interventional Neuroradiology Unit, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Elena Franchi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Marco Pastore Trossello
- Diagnostic and Interventional Neuroradiology Unit, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Giovanni M Puddu
- Stroke Unit - Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Luca Spinardi
- Diagnostic and Interventional Neuroradiology Unit, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Marco Zoli
- Stroke Unit - Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
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16
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Muscari A, Faccioli L, Lega MV, Lorusso A, Masetti M, Pastore Trossello M, Puddu GM, Spinardi L, Zoli M. Predicting hemorrhagic transformation and its timing from maximum cerebral lesion diameter in nonlacunar ischemic strokes. Brain Behav 2020; 10:e01497. [PMID: 31846215 PMCID: PMC6955832 DOI: 10.1002/brb3.1497] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 10/29/2019] [Accepted: 11/22/2019] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES We performed this retrospective cohort study to establish which factors are mostly indicative of the appearance of hemorrhagic transformation (HT) and of its time course in a sample of nonlacunar ischemic strokes. MATERIALS AND METHODS In 402 patients with nonlacunar ischemic stroke (75.0 ± 12.7 years, 192 male), clinical, laboratory, and neuroimaging variables obtained during the first 3 days of hospitalization were compared between patients with and without HT at computer tomography scan. RESULTS HT was documented in 129 patients (32.1%), including 36 with parenchymal hematoma (PH), after a median time of 6 days (range 1-27). Many variables were univariately associated with HT, but only 5 of them were confirmed in Cox regression (Hazard Ratio, 95% Confidence Interval): maximum cerebral lesion diameter (CLD) in cm (1.12, 1.06-1.18; p = .0001), hemoglobin in g/dl (1.16, 1.06-1.27; p = .002), blood glucose in mmol/L (1.10, 1.03-1.18; p = .007), prior anticoagulant therapy (1.82, 1.10-3.03; p = .02), and edema with mass effect (1.72, 1.08-2.75; p = .02). Thus, the most significant predictor was CLD. The overall risk of HT was minimum for CLD < 2 cm (1.5%), intermediate for CLD ≥ 2 and < 5 cm (22%), and maximum for CLD ≥ 5 cm (58%). The residual probability of having HT decreased progressively over time, and a simple formula is proposed to predict, from CLD in cm, when the probability of HT falls below 10%. CONCLUSIONS The main determinant of HT was CLD, a simple quantitative parameter that could prove useful, in particular, in deciding the timing of anticoagulation in cardioembolic stroke patients.
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Affiliation(s)
- Antonio Muscari
- Stroke Unit, Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy.,Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Luca Faccioli
- Diagnostic and Interventional Neuroradiology Unit, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Maria Vittoria Lega
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Andrea Lorusso
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Marco Masetti
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Marco Pastore Trossello
- Diagnostic and Interventional Neuroradiology Unit, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Giovanni M Puddu
- Stroke Unit, Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Luca Spinardi
- Diagnostic and Interventional Neuroradiology Unit, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Marco Zoli
- Stroke Unit, Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy.,Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
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17
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Adebayo OD, Culpan G. Diagnostic accuracy of computed tomography perfusion in the prediction of haemorrhagic transformation and patient outcome in acute ischaemic stroke: A systematic review and meta-analysis. Eur Stroke J 2019; 5:4-16. [PMID: 32232165 DOI: 10.1177/2396987319883461] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Accepted: 09/23/2019] [Indexed: 01/23/2023] Open
Abstract
Purpose The aim of this systematic review and meta-analysis is to determine the diagnostic accuracy of computed tomography brain perfusion in the prediction of haemorrhagic transformation and patient outcome in acute ischaemic stroke. Method Electronic databases and grey literature published over the last 10 years related to healthcare and radiology were searched using the key terms: 'computed tomography perfusion', 'haemorrhagic transformation', 'acute ischaemic stroke', 'functional outcome' and their synonyms using both UK and American spellings. Inclusion criteria were: sample size at least 30 patients, original research, evaluate ability of computed tomography perfusion to predict haemorrhagic transformation, reports diagnostic accuracy or provide relevant data for a 2 × 2 contingency table, use follow-up non-contrast computed tomography (NCCT) or magnetic resonance imaging as reference standard. Findings Twelve studies were included in the review; studies cover a total of 808 patients. Haemorrhagic transformation occurred in 30.2% of patients. Pooled sensitivity and specificity were 85.9% (95% CI; 65-97%), 73.9% (95% CI; 45-92%) and accuracy of 79.1% (95% CI; 57-98%). Pooled NPV was 92.9% with a high false positive rate (19.8%), which could be explained in terms of outcome classification, acquisition artefact and computed tomography perfusion processing algorithms. Discussion This review evaluated the importance of using pre-defined threshold measurement for optimal prediction of HT, the relevance of patient pre-treatment clinical parameters to HT occurrence, the CTP parameters and the measurements that are independent predictors of HT, the significance of rtPA rather as an exacerbator of HT and the impact of both minor and major HT/PH on patient 20 functional outcome. Conclusion Computed tomography perfusion has a high sensitivity and moderately high specificity for prediction of haemorrhagic transformation in acute ischaemic stroke. Pre-treatment clinical decision making requires consideration of clinical factors in addition to imaging findings. This systematic review and meta-analysis highlights that pre-treatment computed tomography perfusion adds to clinical confidence by predicting potential for haemorrhage, both in thrombolysed and un-thrombolysed patients, and also influences decisions about alternative treatments for acute ischaemic stroke patients.
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Affiliation(s)
- Olushola D Adebayo
- Mercy University Hospital Cork, Cork, Republic of Ireland
- Faculty of Health Sciences, University of Bradford, Bradford, UK
| | - Gary Culpan
- Faculty of Health Sciences, University of Bradford, Bradford, UK
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18
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Yi X, Sui G, Zhou Q, Wang C, Lin J, Chai Z, Zhou J. Variants in matrix metalloproteinase-9 gene are associated with hemorrhagic transformation in acute ischemic stroke patients with atherothrombosis, small artery disease, and cardioembolic stroke. Brain Behav 2019; 9:e01294. [PMID: 31074588 PMCID: PMC6576165 DOI: 10.1002/brb3.1294] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 03/29/2019] [Accepted: 04/06/2019] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE The potential effect of matrix metalloproteinase-9 (MMP-9) variants and these variants interactions on hemorrhagic transformation (HT) risk after ischemic stroke (IS) remain unclear. The aims of present study were to investigate the associations of six variants in MMP-9 with HT, and these variants interactions whether related to increased HT risk. METHOD A total of 705 patients with IS who were admitted to the participating hospitals within 48 hr of symptom onset were consecutively enrolled between March 2014 and December 2016. HT was confirmed by brain computed tomography (CT) scan during 14 days from stroke onset. Six variants of MMP-9 gene were measured by mass spectrometry. Interactions of gene variant-gene variant were assessed through generalized multifactor dimensionality reduction method (GMDR). RESULTS HT occurred in 104 (14.8%) patients. There were no differences in genotypes for the six variants between patients with and without HT using univariate analysis (all p > 0.05). GMDR analysis revealed that there was a synergistic effect of gene variant-gene variant interactions between rs3918242 and rs3787268 in MMP-9 gene. Cox regression analysis showed that high-risk interactions of rs3918242 and rs3787268 were associated with increased risk of HT after adjusting for covariates (hazard ratio: 2.08; 95% confidence interval: 1.34-7.85; p = 0.016). CONCLUSION Incidence of HT is common in acute IS in Chinese population. The mechanisms leading to HT are most likely multifactorial. Two-loci interactions of rs3918242 and rs3787268 in MMP-9 gene may confer a higher risk for HT.
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Affiliation(s)
- Xingyang Yi
- Department of Neurology, People's Hospital of Deyang City, Deyang, China
| | - Guo Sui
- Nursing Department, People's Hospital of Deyang City, Deyang, China
| | - Qiang Zhou
- Department of Neurology, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Chun Wang
- Department of Neurology, People's Hospital of Deyang City, Deyang, China
| | - Jing Lin
- Department of Neurology, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zhenxiao Chai
- Department of Neurology, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Ju Zhou
- Department of Neurology, People's Hospital of Deyang City, Deyang, China
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19
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Di Castelnuovo A, Veronesi G, Costanzo S, Zeller T, Schnabel RB, de Curtis A, Salomaa V, Borchini R, Ferrario M, Giampaoli S, Kee F, Söderberg S, Niiranen T, Kuulasmaa K, de Gaetano G, Donati MB, Blankenberg S, Iacoviello L. NT-proBNP (N-Terminal Pro-B-Type Natriuretic Peptide) and the Risk of Stroke. Stroke 2019; 50:610-617. [DOI: 10.1161/strokeaha.118.023218] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Augusto Di Castelnuovo
- From the Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy (A. Di Castelnuovo, S.C., A. de Curtis, G.d.G., M.B.D., L.I.)
| | - Giovanni Veronesi
- Department of Medicine and Surgery, Research Centre in Epidemiology and Preventive Medicine, University of Insubria, Varese, Italy (G.V., R.B., M.F., L.I.)
| | - Simona Costanzo
- From the Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy (A. Di Castelnuovo, S.C., A. de Curtis, G.d.G., M.B.D., L.I.)
| | - Tanja Zeller
- Department for General and Interventional Cardiology, University Heart Center Hamburg, Germany (T.Z., R.B.S., S.B.)
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Luebeck/Kiel, Hamburg, Germany (T.Z., R.B.S., S.B.)
| | - Renate B. Schnabel
- Department for General and Interventional Cardiology, University Heart Center Hamburg, Germany (T.Z., R.B.S., S.B.)
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Luebeck/Kiel, Hamburg, Germany (T.Z., R.B.S., S.B.)
| | - Amalia de Curtis
- From the Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy (A. Di Castelnuovo, S.C., A. de Curtis, G.d.G., M.B.D., L.I.)
| | - Veikko Salomaa
- National Institute for Health and Welfare, Helsinki, Finland (V.S., T.N., K.K.)
| | - Rossana Borchini
- Department of Medicine and Surgery, Research Centre in Epidemiology and Preventive Medicine, University of Insubria, Varese, Italy (G.V., R.B., M.F., L.I.)
| | - Marco Ferrario
- Department of Medicine and Surgery, Research Centre in Epidemiology and Preventive Medicine, University of Insubria, Varese, Italy (G.V., R.B., M.F., L.I.)
| | - Simona Giampaoli
- Department of Cardiovascular, Dysmetabolic and Ageing-Associated Diseases, Istituto Superiore di Sanità, Rome, Italy (S.G.)
| | - Frank Kee
- UKCRC Centre of Excellence for Public Health, Queens University of Belfast, Belfast, Northern Ireland (F.K.)
| | - Stefan Söderberg
- Department of Public Health and Clinical Medicine, and Heart Centre, Umeå University, Sweden (S.S.)
| | - Teemu Niiranen
- National Institute for Health and Welfare, Helsinki, Finland (V.S., T.N., K.K.)
- Department of Internal Medicine, Turku University Hospital and University of Turku, Finland (T.N.)
| | - Kari Kuulasmaa
- National Institute for Health and Welfare, Helsinki, Finland (V.S., T.N., K.K.)
| | - Giovanni de Gaetano
- From the Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy (A. Di Castelnuovo, S.C., A. de Curtis, G.d.G., M.B.D., L.I.)
| | - Maria Benedetta Donati
- From the Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy (A. Di Castelnuovo, S.C., A. de Curtis, G.d.G., M.B.D., L.I.)
| | - Stefan Blankenberg
- Department for General and Interventional Cardiology, University Heart Center Hamburg, Germany (T.Z., R.B.S., S.B.)
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Luebeck/Kiel, Hamburg, Germany (T.Z., R.B.S., S.B.)
| | - Licia Iacoviello
- From the Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy (A. Di Castelnuovo, S.C., A. de Curtis, G.d.G., M.B.D., L.I.)
- Department of Medicine and Surgery, Research Centre in Epidemiology and Preventive Medicine, University of Insubria, Varese, Italy (G.V., R.B., M.F., L.I.)
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20
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Suh CH, Jung SC, Cho SJ, Kim D, Lee JB, Woo DC, Oh WY, Lee JG, Kim KW. Perfusion CT for prediction of hemorrhagic transformation in acute ischemic stroke: a systematic review and meta-analysis. Eur Radiol 2019; 29:4077-4087. [PMID: 30617485 DOI: 10.1007/s00330-018-5936-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 11/13/2018] [Accepted: 11/29/2018] [Indexed: 01/01/2023]
Abstract
OBJECTIVE To investigate the diagnostic performance of perfusion CT for prediction of hemorrhagic transformation in acute ischemic stroke. METHODS A computerized literature search of Ovid MEDLINE and EMBASE was conducted up to October 29, 2018. Search terms included acute ischemic stroke, hemorrhagic transformation, and perfusion CT. Studies assessing the diagnostic performance of perfusion CT for prediction of hemorrhagic transformation in acute ischemic stroke were included. Two reviewers independently evaluated the eligibility of the studies. A bivariate random effects model was used to calculate the pooled sensitivity and pooled specificity. Multiple subgroup analyses were performed. RESULTS Fifteen original articles with a total of 1134 patients were included. High blood-brain barrier permeability and hypoperfusion status derived from perfusion CT are associated with hemorrhagic transformation. The pooled sensitivity and specificity were 84% (95% CI, 71-91%) and 74% (95% CI, 67-81%), respectively. The area under the hierarchical summary receiver operating characteristic curve was 0.84 (95% CI, 0.81-0.87). The Higgins I2 statistic demonstrated that heterogeneity was present in the sensitivity (I2 = 80.21%) and specificity (I2 = 85.94%). CONCLUSION Although various perfusion CT parameters have been used across studies, the current evidence supports the use of perfusion CT to predict hemorrhagic transformation in acute ischemic stroke. KEY POINTS • High blood-brain barrier permeability and hypoperfusion status derived from perfusion CT were associated with hemorrhagic transformation. • Perfusion CT has moderate diagnostic performance for the prediction of hemorrhagic transformation in acute ischemic stroke. • The pooled sensitivity was 84%, and the pooled specificity was 74%.
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Affiliation(s)
- Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Seung Chai Jung
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea.
| | - Se Jin Cho
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Donghyun Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Jung Bin Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Dong-Cheol Woo
- Bioimaging Center, Biomedical Research Center, Asan Institute for Life Sciences, Asan Medical Center, 86 Asanbyeongwon-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
| | - Woo Yong Oh
- Clinical Research Division, National Institute of Food and Drug Safety Evaluation, MFDS, Cheongju, Republic of Korea
| | - Jong Gu Lee
- Clinical Research Division, National Institute of Food and Drug Safety Evaluation, MFDS, Cheongju, Republic of Korea
| | - Kyung Won Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea.,Asan Image Metrics, Clinical Trial Center, Asan Institute for Life Sciences, Asan Medical Center, 86 Asanbyeongwon-Gil, Songpa-Gu, Seoul, 05505, Republic of Korea
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21
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Relative Cerebral Blood Transit Time Decline and Neurological Improvement in Patients After Internal Carotid Artery Stenting. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1176:71-80. [PMID: 31098943 DOI: 10.1007/5584_2019_378] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
In this study we hypothesized that the alleviation of neurological symptoms long after internal carotid artery (ICA) stenting may be related to sustained improvement of cerebral perfusion. Thirty-four subjects (F/M; 15/19) with >70% stenosis of a single internal carotid artery and neurological symptoms, who underwent a carotid artery stenting procedure, were studied. Brain computed tomography perfusion (CTP) imaging was performed before and 3 years after ICA stenting. The following relative variables were compared: cerebral blood flow (rCBF), cerebral blood volume (rCBV), mean transit time (rMTT), time to peak (rTTP), and permeability surface area product (rPS). A survey also was conducted to compare the patients' clinical symptoms. Overall, we found that a trend toward rMTT decline was the only persisting change after ICA stenting. We then stratified the patients into the subgroups of <2%, 2-5%, and > 5% rMTT decline and found that those with a rMTT decline >2% reported a prominent reduction in subjective clinical symptoms such as headache, dizziness, tinnitus, blurred vision, transient blindness, a sense of gravity of the head, and pain in the eyeballs. We conclude that a shortened mean rMTT, likely reflecting improved cerebral microcirculation, underlies the improvement of neurological symptoms in patients with ICA stenosis.
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22
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Blood-brain barrier permeability assessed by perfusion computed tomography predicts hemorrhagic transformation in acute reperfusion therapy. Neurol Sci 2018; 39:1579-1584. [DOI: 10.1007/s10072-018-3468-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 06/04/2018] [Indexed: 10/14/2022]
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Liebner S, Dijkhuizen RM, Reiss Y, Plate KH, Agalliu D, Constantin G. Functional morphology of the blood-brain barrier in health and disease. Acta Neuropathol 2018; 135:311-336. [PMID: 29411111 PMCID: PMC6781630 DOI: 10.1007/s00401-018-1815-1] [Citation(s) in RCA: 532] [Impact Index Per Article: 88.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 01/24/2018] [Accepted: 01/30/2018] [Indexed: 02/07/2023]
Abstract
The adult quiescent blood-brain barrier (BBB), a structure organised by endothelial cells through interactions with pericytes, astrocytes, neurons and microglia in the neurovascular unit, is highly regulated but fragile at the same time. In the past decade, there has been considerable progress in understanding not only the molecular pathways involved in BBB development, but also BBB breakdown in neurological diseases. Specifically, the Wnt/β-catenin, retinoic acid and sonic hedgehog pathways moved into the focus of BBB research. Moreover, angiopoietin/Tie2 signalling that is linked to angiogenic processes has gained attention in the BBB field. Blood vessels play an essential role in initiation and progression of many diseases, including inflammation outside the central nervous system (CNS). Therefore, the potential influence of CNS blood vessels in neurological diseases associated with BBB alterations or neuroinflammation has become a major focus of current research to understand their contribution to pathogenesis. Moreover, the BBB remains a major obstacle to pharmaceutical intervention in the CNS. The complications may either be expressed by inadequate therapeutic delivery like in brain tumours, or by poor delivery of the drug across the BBB and ineffective bioavailability. In this review, we initially describe the cellular and molecular components that contribute to the steady state of the healthy BBB. We then discuss BBB alterations in ischaemic stroke, primary and metastatic brain tumour, chronic inflammation and Alzheimer's disease. Throughout the review, we highlight common mechanisms of BBB abnormalities among these diseases, in particular the contribution of neuroinflammation to BBB dysfunction and disease progression, and emphasise unique aspects of BBB alteration in certain diseases such as brain tumours. Moreover, this review highlights novel strategies to monitor BBB function by non-invasive imaging techniques focussing on ischaemic stroke, as well as novel ways to modulate BBB permeability and function to promote treatment of brain tumours, inflammation and Alzheimer's disease. In conclusion, a deep understanding of signals that maintain the healthy BBB and promote fluctuations in BBB permeability in disease states will be key to elucidate disease mechanisms and to identify potential targets for diagnostics and therapeutic modulation of the BBB.
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Affiliation(s)
- Stefan Liebner
- Institute of Neurology, Goethe University Clinic, Frankfurt am Main, Germany.
- Excellence Cluster Cardio-Pulmonary Systems (ECCPS), Partner site Frankfurt, Frankfurt am Main, Germany.
- German Center for Cardiovascular Research (DZHK), Partner site Frankfurt/Mainz, Frankfurt am Main, Germany.
| | - Rick M Dijkhuizen
- Center for Image Sciences, University Medical Center Utrecht and Utrecht University, Utrecht, The Netherlands
| | - Yvonne Reiss
- Institute of Neurology, Goethe University Clinic, Frankfurt am Main, Germany
- Excellence Cluster Cardio-Pulmonary Systems (ECCPS), Partner site Frankfurt, Frankfurt am Main, Germany
- German Center for Cardiovascular Research (DZHK), Partner site Frankfurt/Mainz, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Karl H Plate
- Institute of Neurology, Goethe University Clinic, Frankfurt am Main, Germany
- Excellence Cluster Cardio-Pulmonary Systems (ECCPS), Partner site Frankfurt, Frankfurt am Main, Germany
- German Center for Cardiovascular Research (DZHK), Partner site Frankfurt/Mainz, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt am Main, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dritan Agalliu
- Departments of Neurology, Columbia University Medical Center, New York, NY, 10032, USA
- Departments of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
- Departments of Pharmacology, Columbia University Medical Center, New York, NY, 10032, USA
- Departments of Columbia Translational Neuroscience Initiative, Columbia University Medical Center, New York, NY, 10032, USA
| | - Gabriela Constantin
- Department of Medicine, Section of General Pathology, University of Verona, Verona, Italy
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Horsch AD, Bennink E, van Seeters T, Kappelle LJ, van der Graaf Y, Mali WPTM, de Jong HWAM, Velthuis BK, Dankbaar JW. Computed Tomography Perfusion Derived Blood-Brain Barrier Permeability Does Not Yet Improve Prediction of Hemorrhagic Transformation. Cerebrovasc Dis 2018; 45:26-32. [PMID: 29402765 DOI: 10.1159/000485043] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Accepted: 11/03/2017] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Hemorrhagic transformation (HT) in acute ischemic stroke can occur as a result of reperfusion treatment. While withholding treatment may be warranted in patients with increased risk of HT, prediction of HT remains difficult. Nonlinear regression analysis can be used to estimate blood-brain barrier permeability (BBBP). The aim of this study was to identify a combination of clinical and imaging variables, including BBBP estimations, that can predict HT. MATERIALS AND METHODS From the Dutch acute stroke study, 545 patients treated with intravenous recombinant tissue plasminogen activator and/or intra-arterial treatment were selected, with available admission extended computed tomography (CT) perfusion and follow-up imaging. Patient admission treatment characteristics and CT imaging parameters regarding occlusion site, stroke severity, and BBBP were recorded. HT was assessed on day 3 follow-up imaging. The association between potential predictors and HT was analyzed using univariate and multivariate logistic regression. To compare the added value of BBBP, areas under the curve (AUCs) were created from 2 models, with and without BBBP. RESULTS HT occurred in 57 patients (10%). In univariate analysis, older age (OR 1.03, 95% CI 1.006-1.05), higher admission National Institutes of Health Stroke Scale (NIHSS; OR 1.13, 95% CI 1.08-1.18), higher clot burden (OR 1.28, 95% CI 1.16-1.41), poor collateral score (OR 3.49, 95% CI 1.85-6.58), larger Alberta Stroke Program Early CT Score cerebral blood volume deficit size (OR 1.26, 95% CI 1.14-1.38), and increased BBBP (OR 2.22, 95% CI 1.46-3.37) were associated with HT. In multivariate analysis with age and admission NIHSS, the addition of BBBP did not improve the AUC compared to both independent predictors alone (AUC 0.77, 95% CI 0.71-0.83). CONCLUSION BBBP predicts HT but does not improve prediction with age and admission NIHSS.
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Affiliation(s)
- Alexander D Horsch
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Edwin Bennink
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - L Jaap Kappelle
- Department of Neurology, Utrecht Stroke Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | - Willem P T M Mali
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Hugo W A M de Jong
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Birgitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht, the Netherlands
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High-permeability region size on perfusion CT predicts hemorrhagic transformation after intravenous thrombolysis in stroke. PLoS One 2017; 12:e0188238. [PMID: 29182658 PMCID: PMC5705117 DOI: 10.1371/journal.pone.0188238] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 11/05/2017] [Indexed: 01/20/2023] Open
Abstract
OBJECTIVE Blood-brain barrier (BBB) permeability has been proposed as a predictor of hemorrhagic transformation (HT) after tissue plasminogen activator (tPA) administration; however, the reliability of perfusion computed tomography (PCT) permeability imaging for predicting HT is uncertain. We aimed to determine the performance of high-permeability region size on PCT (HPrs-PCT) in predicting HT after intravenous tPA administration in patients with acute stroke. METHODS We performed a multimodal CT protocol (non-contrast CT, PCT, CT angiography) to prospectively study patients with middle cerebral artery occlusion treated with tPA within 4.5 hours of symptom onset. HT was graded at 24 hours using the European-Australasian Acute Stroke Study II criteria. ROC curves selected optimal volume threshold, and multivariate logistic regression analysis identified predictors of HT. RESULTS The study included 156 patients (50% male, median age 75.5 years). Thirty-seven (23,7%) developed HT [12 (7,7%), parenchymal hematoma type 2 (PH-2)]. At admission, patients with HT had lower platelet values, higher NIHSS scores, increased ischemic lesion volumes, larger HPrs-PCT, and poorer collateral status. The negative predictive value of HPrs-PCT at a threshold of 7mL/100g/min was 0.84 for HT and 0.93 for PH-2. The multiple regression analysis selected HPrs-PCT at 7mL/100g/min combined with platelets and baseline NIHSS score as the best model for predicting HT (AUC 0.77). HPrs-PCT at 7mL/100g/min was the only independent predictor of PH-2 (OR 1, AUC 0.68, p = 0.045). CONCLUSIONS HPrs-PCT can help predict HT after tPA, and is particularly useful in identifying patients at low risk of developing HT.
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Asuzu D, Nyström K, Sreekrishnan A, Schindler J, Wira C, Greer D, Halliday J, Kimberly WT, Sheth KN. TURN Score Predicts 24-Hour Cerebral Edema After IV Thrombolysis. Neurocrit Care 2017; 24:381-8. [PMID: 26341364 DOI: 10.1007/s12028-015-0198-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND AND PURPOSE Cerebral edema is associated with poor outcome after IV thrombolysis. We recently described the TURN score (Thrombolysis risk Using mRS and NIHSS), a predictor of severe outcome after IV thrombolysis. Our purpose was to evaluate its ability to predict 24-h cerebral edema. METHODS We retrospectively analyzed data from 303 patients who received IV rt-PA during the NINDS rt-PA trial. Measures of brain swelling included edema, mass effect and midline shift assessed at baseline, at 24 h and new onset at 24 h. Outcome was assessed using intracerebral hemorrhage (ICH), symptomatic intracerebral hemorrhage (sICH), 90-day severe outcome, and 90-day mortality. Statistical associations were assessed by logistic regression reporting odds ratios (OR) and by areas under the receiver operating characteristic curves (AUROC). RESULTS Baseline brain swelling did not predict poor outcome; however, 24-h brain swelling predicted ICH (OR 5.69, P < 0.001), sICH (OR 9.50, P = 0.01), 90-day severe outcome (OR 7.10, P < 0.001), and 90-day mortality (OR 5.65, P = 0.01). Similar results were seen for new brain swelling at 24 h. TURN predicted 24-hour brain swelling (OR 2.5, P < 0.001; AUROC 0.69, 95 % CI 0.63-0.75) and new brain swelling at 24 h (OR 2.1, P < 0.001; AUROC 0.67, 95 % CI 0.61-0.73). CONCLUSIONS Cerebral edema at 24 h is associated with poor outcome and 90-day mortality. TURN predicts ischemic stroke patients who will develop 24-h cerebral edema after IV thrombolysis.
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Affiliation(s)
| | - Karin Nyström
- Yale Department of Emergency Medicine, Division of Vascular Neurology, Division of Neurocritical Care and Emergency Neurology, Yale Department of Neurology, Yale-New Haven Hospital, LCI 10, 15 York Street, New Haven, CT, USA
| | | | - Joseph Schindler
- Yale School of Medicine, New Haven, CT, USA
- Yale Department of Emergency Medicine, Division of Vascular Neurology, Division of Neurocritical Care and Emergency Neurology, Yale Department of Neurology, Yale-New Haven Hospital, LCI 10, 15 York Street, New Haven, CT, USA
| | - Charles Wira
- Yale School of Medicine, New Haven, CT, USA
- Yale Department of Emergency Medicine, Division of Vascular Neurology, Division of Neurocritical Care and Emergency Neurology, Yale Department of Neurology, Yale-New Haven Hospital, LCI 10, 15 York Street, New Haven, CT, USA
| | - David Greer
- Yale School of Medicine, New Haven, CT, USA
- Yale Department of Emergency Medicine, Division of Vascular Neurology, Division of Neurocritical Care and Emergency Neurology, Yale Department of Neurology, Yale-New Haven Hospital, LCI 10, 15 York Street, New Haven, CT, USA
| | - Janet Halliday
- Yale Department of Emergency Medicine, Division of Vascular Neurology, Division of Neurocritical Care and Emergency Neurology, Yale Department of Neurology, Yale-New Haven Hospital, LCI 10, 15 York Street, New Haven, CT, USA
| | - W Taylor Kimberly
- Neuroscience Intensive Care Unit, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Kevin N Sheth
- Yale School of Medicine, New Haven, CT, USA.
- Yale Department of Emergency Medicine, Division of Vascular Neurology, Division of Neurocritical Care and Emergency Neurology, Yale Department of Neurology, Yale-New Haven Hospital, LCI 10, 15 York Street, New Haven, CT, USA.
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Li Y, Xia Y, Chen H, Liu N, Jackson A, Wintermark M, Zhang Y, Hu J, Wu B, Zhang W, Tu J, Su Z, Zhu G. Focal Low and Global High Permeability Predict the Possibility, Risk, and Location of Hemorrhagic Transformation following Intra-Arterial Thrombolysis Therapy in Acute Stroke. AJNR Am J Neuroradiol 2017; 38:1730-1736. [PMID: 28705822 DOI: 10.3174/ajnr.a5287] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Accepted: 05/06/2017] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND PURPOSE The contrast volume transfer coefficient (Ktrans), which reflects blood-brain barrier permeability, is influenced by circulation and measurement conditions. We hypothesized that focal low BBB permeability values can predict the spatial distribution of hemorrhagic transformation and global high BBB permeability values can predict the likelihood of hemorrhagic transformation. MATERIALS AND METHODS We retrospectively enrolled 106 patients with hemispheric stroke who received intra-arterial thrombolytic treatment. Ktrans maps were obtained with first-pass perfusion CT data. The Ktrans values at the region level, obtained with the Alberta Stroke Program Early CT Score system, were compared to determine the differences between the hemorrhagic transformation and nonhemorrhagic transformation regions. The Ktrans values of the whole ischemic region based on baseline perfusion CT were obtained as a variable to hemorrhagic transformation possibility at the global level. RESULTS Forty-eight (45.3%) patients had hemorrhagic transformation, and 21 (19.8%) had symptomatic intracranial hemorrhage. At the region level, there were 82 ROIs with hemorrhagic transformation and parenchymal hemorrhage with a mean Ktrans, 0.5 ± 0.5/min, which was significantly lower than that in the nonhemorrhagic transformation regions (P < .01). The mean Ktrans value of 615 nonhemorrhagic transformation ROIs was 0.7 ± 0.6/min. At the global level, there was a significant difference (P = .01) between the mean Ktrans values of patients with symptomatic intracranial hemorrhage (1.3 ± 0.9) and those without symptomatic intracranial hemorrhage (0.8 ± 0.4). Only a high Ktrans value at the global level could predict the occurrence of symptomatic intracranial hemorrhage (P < .01; OR = 5.04; 95% CI, 2.01-12.65). CONCLUSIONS Global high Ktrans values can predict the likelihood of hemorrhagic transformation or symptomatic intracranial hemorrhage at the patient level, whereas focal low Ktrans values can predict the spatial distributions of hemorrhagic transformation at the region level.
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Affiliation(s)
- Y Li
- From the Department of Neurology (Y.L., H.C., N.L., W.Z.), PLA Army General Hospital, Beijing, China
- Department of Radiology (Y.L., M.W.), Neuroradiology Section, Stanford University, Stanford, California
| | - Y Xia
- Department of Critical Care Medicine (Y.X.), Yantai Yuhuangding Hospital, Shandong, China
| | - H Chen
- From the Department of Neurology (Y.L., H.C., N.L., W.Z.), PLA Army General Hospital, Beijing, China
| | - N Liu
- From the Department of Neurology (Y.L., H.C., N.L., W.Z.), PLA Army General Hospital, Beijing, China
| | - A Jackson
- Wolfson Molecular Imaging Centre (A.J.), University of Manchester, Manchester, UK
| | - M Wintermark
- Department of Radiology (Y.L., M.W.), Neuroradiology Section, Stanford University, Stanford, California
| | - Y Zhang
- Department of Neurology (Y.Z.), Changhai Hospital, Second Military Medical University, Shanghai, China
| | - J Hu
- Department of Neurology (J.H., G.Z.), Southwest Hospital, Third Military Medical University, Chongqing, China
| | - B Wu
- Department of Radiology (B.W.), PLA Army General Hospital, Beijing, China
| | - W Zhang
- From the Department of Neurology (Y.L., H.C., N.L., W.Z.), PLA Army General Hospital, Beijing, China
| | - J Tu
- Outpatient Department (J.T.), PLA 61889 Army, Beijing, China
| | - Z Su
- GE Healthcare (Z.S.), Beijing, China.
| | - G Zhu
- Department of Neurology (J.H., G.Z.), Southwest Hospital, Third Military Medical University, Chongqing, China
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Szarmach A, Halena G, Kaszubowski M, Piskunowicz M, Studniarek M, Lass P, Szurowska E, Winklewski PJ. Carotid Artery Stenting and Blood-Brain Barrier Permeability in Subjects with Chronic Carotid Artery Stenosis. Int J Mol Sci 2017; 18:ijms18051008. [PMID: 28481312 PMCID: PMC5454921 DOI: 10.3390/ijms18051008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Revised: 04/23/2017] [Accepted: 05/03/2017] [Indexed: 01/28/2023] Open
Abstract
Failure of the blood-brain barrier (BBB) is a critical event in the development and progression of diseases such as acute ischemic stroke, chronic ischemia or small vessels disease that affect the central nervous system. It is not known whether BBB breakdown in subjects with chronic carotid artery stenosis can be restrained with postoperative recovery of cerebral perfusion. The aim of the study was to assess the short-term effect of internal carotid artery stenting on basic perfusion parameters and permeability surface area-product (PS) in such a population. Forty subjects (23 males) with stenosis of >70% within a single internal carotid artery and neurological symptoms who underwent a carotid artery stenting procedure were investigated. Differences in the following computed tomography perfusion (CTP) parameters were compared before and after surgery: global cerebral blood flow (CBF), cerebral blood volume (CBV), mean transit time (MTT), time to peak (TTP) and PS. PS acquired by CTP is used to measure the permeability of the BBB to contrast material. In all baseline cases, the CBF and CBV values were low, while MTT and TTP were high on both the ipsi- and contralateral sides compared to reference values. PS was approximately twice the normal value. CBF was higher (+6.14%), while MTT was lower (−9.34%) on the contralateral than on the ipsilateral side. All perfusion parameters improved after stenting on both the ipsilateral (CBF +22.66%; CBV +18.98%; MTT −16.09%, TTP −7.62%) and contralateral (CBF +22.27%, CBV +19.72%, MTT −14.65%, TTP −7.46%) sides. PS decreased by almost half: ipsilateral −48.11%, contralateral −45.19%. The decline in BBB permeability was symmetrical on the ipsi- and contralateral sides to the stenosis. Augmented BBB permeability can be controlled by surgical intervention in humans.
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Affiliation(s)
- Arkadiusz Szarmach
- 2nd Department of Radiology, Medical University of Gdansk, Gdansk 80-210, Poland.
| | - Grzegorz Halena
- Department of Cardiovascular Surgery, Medical University of Gdansk, Gdansk 80-210, Poland.
| | - Mariusz Kaszubowski
- Department of Economic Sciences, Faculty of Management and Economics, Gdansk University of Technology, Gdansk 80-210, Poland.
| | - Maciej Piskunowicz
- 1st Department of Radiology, Medical University of Gdansk, Gdansk 80-210, Poland.
| | - Michal Studniarek
- 1st Department of Radiology, Medical University of Gdansk, Gdansk 80-210, Poland.
- Department of Diagnostic Imaging, Medical University of Warsaw, Warsaw 03-242, Poland.
| | - Piotr Lass
- Department of Nuclear Medicine, Medical University of Gdansk, Gdansk 80-210, Poland.
| | - Edyta Szurowska
- 2nd Department of Radiology, Medical University of Gdansk, Gdansk 80-210, Poland.
| | - Pawel J Winklewski
- Institute of Human Physiology, Medical University of Gdansk, Gdansk 80-210, Poland.
- Department of Clinical Sciences, Institute of Health Sciences, Pomeranian University of Slupsk, Slupsk 76-200, Poland.
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Morales H, Lu A, Kurosawa Y, Clark JF, Tomsick T. Variable MR and pathologic patterns of hemorrhage after iodinated contrast infusion in MCA occlusion/reperfusion model. J Neurointerv Surg 2016; 9:1248-1252. [PMID: 27899518 DOI: 10.1136/neurintsurg-2016-012777] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 11/07/2016] [Accepted: 11/10/2016] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To examine the hypothesis that IA reperfusion with iso-osmolar iodixanol, low-osmolar iopamidol, or saline causes different effects on MR signal changes and pathologic cut-brain section related to hemorrhagic transformation (HT) or iodinated radiographic contrast media (IRCM) deposition. METHODS Infarct was induced in 30 rats by middle cerebral artery suture occlusion. Reperfusion was performed after 5 hours with iso-osmolar iodixanol (n=9), low-osmolar iopamidol (n=12) or saline (n=9). MR images were obtained immediately after reperfusion and rats were sacrificed at 24 hours. Hypointense areas within the infarction on T2-weighted (T2-WI) or gradient echo (GRE) images were recorded and compared with HT on pathology. Fisher's exact test was used for proportions, and receiver operator curve analysis to evaluate MRI discrimination of hemorrhage. RESULTS Two types of HT were noted on pathology: confluent >0.2 mm petechial hemorrhage (PeH, 78%) or well-defined ≤0.2 mm hemorrhagic focus (HF, 22%). PeH was least common in the iodixanol subgroup (p<0.02). HF was more common in the IRCM group. Hypointense areas on T2-WI but not on GRE were significantly more common in the IRCM group (p<0.05). Hypointense areas on T2-WI and GRE discriminated HT (area under the curve: 0.714, p<0.002). CONCLUSIONS IRCM and saline induced different MRI signal and pathologic patterns in our sample. We postulate that T2 hypointensity with no GRE hypointensity might be associated with IRCM deposition; and decreased frequency of PeH after iodixanol infusion and the presence of HF almost exclusively in the IRCM group might represent a direct/indirect effect of contrast infusion/deposition in the brain parenchyma after reperfusion. Our results support previous observations in IMS III and are hypothesis generating.
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Affiliation(s)
- Humberto Morales
- Department of Radiology, University of Cincinnati Medical Center, Cincinnati, Ohio, USA
| | - Aigang Lu
- Department of Neurology, University of Cincinnati, Cincinnati, Ohio, USA
| | - Yuko Kurosawa
- Department of Neurology, University of Cincinnati, Cincinnati, Ohio, USA
| | - Joseph F Clark
- Department of Neurology, University of Cincinnati, Cincinnati, Ohio, USA
| | - Thomas Tomsick
- Department of Radiology, University of Cincinnati Medical Center, Cincinnati, Ohio, USA
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Weidman EK, Foley CP, Kallas O, Dyke JP, Gupta A, Giambrone AE, Ivanidze J, Baradaran H, Ballon DJ, Sanelli PC. Evaluating Permeability Surface-Area Product as a Measure of Blood-Brain Barrier Permeability in a Murine Model. AJNR Am J Neuroradiol 2016; 37:1267-74. [PMID: 26965465 DOI: 10.3174/ajnr.a4712] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 12/07/2015] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND PURPOSE Permeability surface-area product has been suggested as a marker for BBB permeability with potential applications in clinical care and research. However, few studies have demonstrated its correlation with actual quantitative measurements of BBB permeability. Our aim was to demonstrate the correlation of quantitative permeability surface-area product and BBB permeability in a murine model by histologic confirmation. MATERIALS AND METHODS Coronal MR imaging was performed on mice treated with mannitol (n = 6) for disruption of the BBB and controls treated with saline (n = 5). Permeability surface-area product was determined by ROI placement and was compared between saline- and mannitol-treated mice. Correlation was made with contrast-enhancement measurements and immunohistologic-stained sections of tripeptidyl peptidase-1 distribution in mice treated with mannitol and saline followed by injection of a viral vector containing the CLN2 gene, which directs production of tripeptidyl peptidase-1. RESULTS Significantly increased permeability surface-area product was seen in mannitol- compared with saline-treated mice in the whole brain (P = .008), MCA territory (P = .014), and mixed vascular territories (P = .008). These findings were compared with contrast-enhancement measurements of BBB permeability and were correlated with immunohistologic-stained sections demonstrating BBB permeability to a large vector. CONCLUSIONS Permeability surface-area product is increased in situations with known disruptions of the BBB, as evidenced by immunologic staining of large-vector passage through the BBB and concordance with contrast-enhancement measurements in a murine model. Quantitative permeability surface-area product has potential as an imaging marker of BBB permeability.
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Affiliation(s)
- E K Weidman
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York
| | - C P Foley
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York
| | - O Kallas
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York
| | - J P Dyke
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York
| | - A Gupta
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York
| | - A E Giambrone
- Division of Biostatistics and Epidemiology Department of Healthcare Policy and Research (A.E.G.), Weill Cornell Medical College, New York, New York
| | - J Ivanidze
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York
| | - H Baradaran
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York
| | - D J Ballon
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York
| | - P C Sanelli
- From the Department of Radiology (E.K.W., C.P.F., O.K., J.P.D., A.G., J.I., H.B., D.J.B., P.C.S.), New York-Presbyterian Hospital, Weill Cornell Medical College, New York, New York Department of Radiology (P.C.S.), Northwell Health, Manhasset, New York.
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Bennink E, Horsch AD, Dankbaar JW, Velthuis BK, Viergever MA, de Jong HWAM. CT perfusion analysis by nonlinear regression for predicting hemorrhagic transformation in ischemic stroke. Med Phys 2016; 42:4610-8. [PMID: 26233188 DOI: 10.1118/1.4923751] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE Intravenous thrombolysis can improve clinical outcome in acute ischemic stroke patients but increases the risk of hemorrhagic transformation (HT). Blood-brain barrier damage, which can be quantified by the vascular permeability for contrast agents, is a potential predictor for HT. This study aimed to assess whether this prediction can be improved by measuring vascular permeability using a novel fast nonlinear regression (NLR) method instead of Patlak analysis. METHODS From a prospective ischemic stroke multicenter cohort study, 20 patients with HT on follow-up imaging and 40 patients without HT were selected. The permeability transfer constant K(trans) was measured in three ways; using standard Patlak analysis, Patlak analysis with a fixed offset, and the NLR method. In addition, the permeability-surface (PS) area product and the conventional perfusion parameters (blood volume, flow, and mean transit time) were measured using the NLR method. Relative values were calculated in two ways, i.e., by dividing the average in the infarct core by the average in the contralateral hemisphere, and by dividing the average in the ipsilateral hemisphere by the average in the contralateral hemisphere. Mann-Whitney U tests and receiver operating characteristic (ROC) analyses were performed to assess the discriminative power of each of the relative parameters. RESULTS Both the infarct-core and whole-hemisphere averaged relative K(trans) (rK(trans)) values, measured with the NLR method, were significantly higher in the patients who developed HT as compared with those who did not. The rK(trans) measured with standard Patlak analysis was not significantly different. The relative PS (rPS), measured with NLR, had the highest discriminative power (P = 0.002). ROC analysis of rPS showed an area under the curve (AUC) of 0.75 (95% confidence interval: 0.62-0.89) and a sensitivity of 0.75 at a specificity of 0.75. The AUCs of the Patlak rK(trans), the Patlak rK(trans) with fixed offset, and the NLR rK(trans) were 0.58, 0.66, and 0.67, respectively. CONCLUSIONS CT perfusion analysis may aid in predicting HT, but standard Patlak analysis did not provide estimates for rK(trans) that were significantly higher in the HT group. The rPS, measured in the infarct core with NLR, had superior discriminative power compared with K(trans) measured with either Patlak analysis with a fixed offset or NLR, and conventional perfusion parameters.
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Affiliation(s)
- Edwin Bennink
- Department of Radiology, University Medical Center Utrecht, Utrecht 3584CX, The Netherlands and Image Sciences Institute, University Medical Center Utrecht, Utrecht 3584CX, The Netherlands
| | - Alexander D Horsch
- Department of Radiology, University Medical Center Utrecht, Utrecht 3584CX, The Netherlands
| | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht 3584CX, The Netherlands
| | - Birgitta K Velthuis
- Department of Radiology, University Medical Center Utrecht, Utrecht 3584CX, The Netherlands
| | - Max A Viergever
- Image Sciences Institute, University Medical Center Utrecht, Utrecht 3584CX, The Netherlands
| | - Hugo W A M de Jong
- Department of Radiology, University Medical Center Utrecht, Utrecht 3584CX, The Netherlands and Image Sciences Institute, University Medical Center Utrecht, Utrecht 3584CX, The Netherlands
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Evaluation of glioblastomas and lymphomas with whole-brain CT perfusion: Comparison between a delay-invariant singular-value decomposition algorithm and a Patlak plot. J Neuroradiol 2016; 43:266-72. [PMID: 26947963 DOI: 10.1016/j.neurad.2016.01.147] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2015] [Revised: 12/26/2015] [Accepted: 01/23/2016] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Correction of contrast leakage is recommended when enhancing lesions during perfusion analysis. The purpose of this study was to assess the diagnostic performance of computed tomography perfusion (CTP) with a delay-invariant singular-value decomposition algorithm (SVD+) and a Patlak plot in differentiating glioblastomas from lymphomas. MATERIALS AND METHODS This prospective study included 17 adult patients (12 men and 5 women) with pathologically proven glioblastomas (n=10) and lymphomas (n=7). CTP data were analyzed using SVD+ and a Patlak plot. The relative tumor blood volume and flow compared to contralateral normal-appearing gray matter (rCBV and rCBF derived from SVD+, and rBV and rFlow derived from the Patlak plot) were used to differentiate between glioblastomas and lymphomas. The Mann-Whitney U test and receiver operating characteristic (ROC) analyses were used for statistical analysis. RESULTS Glioblastomas showed significantly higher rFlow (3.05±0.49, mean±standard deviation) than lymphomas (1.56±0.53; P<0.05). There were no statistically significant differences between glioblastomas and lymphomas in rBV (2.52±1.57 vs. 1.03±0.51; P>0.05), rCBF (1.38±0.41 vs. 1.29±0.47; P>0.05), or rCBV (1.78±0.47 vs. 1.87±0.66; P>0.05). ROC analysis showed the best diagnostic performance with rFlow (Az=0.871), followed by rBV (Az=0.771), rCBF (Az=0.614), and rCBV (Az=0.529). CONCLUSION CTP analysis with a Patlak plot was helpful in differentiating between glioblastomas and lymphomas, but CTP analysis with SVD+ was not.
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Magnetic Resonance Imaging of Cerebrovascular Diseases. Stroke 2016. [DOI: 10.1016/b978-0-323-29544-4.00048-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Tomsick TA, Foster LD, Liebeskind DS, Hill MD, Carrozella J, Goyal M, von Kummer R, Demchuk AM, Dzialowski I, Puetz V, Jovin T, Morales H, Palesch YY, Broderick J, Khatri P, Yeatts SD. Outcome Differences between Intra-Arterial Iso- and Low-Osmolality Iodinated Radiographic Contrast Media in the Interventional Management of Stroke III Trial. AJNR Am J Neuroradiol 2015; 36:2074-81. [PMID: 26228892 DOI: 10.3174/ajnr.a4421] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Accepted: 03/03/2015] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND PURPOSE Intracarotid arterial infusion of nonionic, low-osmolal iohexol contrast medium has been associated with increased intracranial hemorrhage in a rat middle cerebral artery occlusion model compared with saline infusion. Iso-osmolal iodixanol (290 mOsm/kg H2O) infusion demonstrated smaller infarcts and less intracranial hemorrhage compared with low-osmolal iopamidol and saline. No studies comparing iodinated radiographic contrast media in human stroke have been performed, to our knowledge. We hypothesized that low-osmolal contrast media may be associated with worse outcomes compared with iodixanol in the Interventional Management of Stroke III Trial (IMS III). MATERIALS AND METHODS We reviewed prospective iodinated radiographic contrast media data for 133 M1 occlusions treated with endovascular therapy. We compared 5 prespecified efficacy and safety end points (mRS 0-2 outcome, modified TICI 2b-3 reperfusion, asymptomatic and symptomatic intracranial hemorrhage, and mortality) between those receiving iodixanol (n = 31) or low-osmolal contrast media (n = 102). Variables imbalanced between iodinated radiographic contrast media types or associated with outcome were considered potential covariates for the adjusted models. In addition to the iodinated radiographic contrast media type, final covariates were those selected by using the stepwise method in a logistic regression model. Adjusted relative risks were then estimated by using a log-link regression model. RESULTS Of baseline or endovascular therapy variables potentially linked to outcome, prior antiplatelet agent use was more common and microcatheter iodinated radiographic contrast media injections were fewer with iodixanol. Relative risk point estimates are in favor of iodixanol for the 5 prespecified end points with M1 occlusion. The percentage of risk differences are numerically greater for microcatheter injections with iodixanol. CONCLUSIONS While data favoring the use of iso-osmolal iodixanol for reperfusion of M1 occlusion following IV rtPA are inconclusive, potential pathophysiologic mechanisms suggesting clinical benefit warrant further investigation.
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Affiliation(s)
- T A Tomsick
- From the Department of Radiology (T.A.T., J.C., H.M.), University of Cincinnati Academic Health Center, University Hospital, Cincinnati, Ohio
| | - L D Foster
- Department of Public Health Sciences (L.D.F., Y.Y.P., S.D.Y.), Medical University of South Carolina, Charleston, South Carolina
| | - D S Liebeskind
- University of California, Los Angeles Stroke Center (D.S.L.), Los Angeles, California
| | - M D Hill
- Department of Radiology and Clinical Neurosciences (M.D.H., M.G.)
| | - J Carrozella
- From the Department of Radiology (T.A.T., J.C., H.M.), University of Cincinnati Academic Health Center, University Hospital, Cincinnati, Ohio
| | - M Goyal
- Department of Radiology and Clinical Neurosciences (M.D.H., M.G.)
| | | | - A M Demchuk
- Calgary Stroke Program (A.M.D.), Department of Clinical Neurosciences/Medicine/Community Health Sciences, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - I Dzialowski
- Department of Neurology (I.D.), Elblandklinikum Meissen, Academic Teaching Hospital of Universitätsklinikum, Carl Gustav Carus Technische Universität Dresden, Meißen, Germany
| | - V Puetz
- Neurology (V.P.), Dresden University Stroke Center, Universitätsklinikum Carl Gustav Carus Technischen Universität Dresden, Dresden, Germany
| | - T Jovin
- The Stroke Institute (T.J.), University of Pittsburgh Medical Center, Pittsburgh. Pennsylvania
| | - H Morales
- From the Department of Radiology (T.A.T., J.C., H.M.), University of Cincinnati Academic Health Center, University Hospital, Cincinnati, Ohio
| | - Y Y Palesch
- Department of Public Health Sciences (L.D.F., Y.Y.P., S.D.Y.), Medical University of South Carolina, Charleston, South Carolina
| | - J Broderick
- Department of Neurology (J.B., P.K.), University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - P Khatri
- Department of Neurology (J.B., P.K.), University of Cincinnati Academic Health Center, Cincinnati, Ohio
| | - S D Yeatts
- Department of Public Health Sciences (L.D.F., Y.Y.P., S.D.Y.), Medical University of South Carolina, Charleston, South Carolina
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Choi HS, Ahn SS, Shin NY, Kim J, Kim JH, Lee JE, Lee HY, Heo JH, Lee SK. Permeability Parameters Measured with Dynamic Contrast-Enhanced MRI: Correlation with the Extravasation of Evans Blue in a Rat Model of Transient Cerebral Ischemia. Korean J Radiol 2015; 16:791-7. [PMID: 26175578 PMCID: PMC4499543 DOI: 10.3348/kjr.2015.16.4.791] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Accepted: 03/16/2015] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE The purpose of this study was to correlate permeability parameters measured with dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) using a clinical 3-tesla scanner with extravasation of Evans blue in a rat model with transient cerebral ischemia. MATERIALS AND METHODS Sprague-Dawley rats (n = 13) with transient middle cerebral artery occlusion were imaged using a 3-tesla MRI with an 8-channel wrist coil. DCE-MRI was performed 12 hours, 18 hours, and 36 hours after reperfusion. Permeability parameters (K(trans), ve, and vp) from DCE-MRI were calculated. Evans blue was injected after DCE-MRI and extravasation of Evans blue was correlated as a reference with the integrity of the blood-brain barrier. Correlation analysis was performed between permeability parameters and the extravasation of Evans blue. RESULTS All permeability parameters (K(trans), ve, and vp) showed a linear correlation with extravasation of Evans blue. Among them, K(trans) showed highest values of both the correlation coefficient and the coefficient of determination (0.687 and 0.473 respectively, p < 0.001). CONCLUSION Permeability parameters obtained by DCE-MRI at 3-T are well-correlated with Evans blue extravasation, and K(trans) shows the strongest correlation among the tested parameters.
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Affiliation(s)
- Hyun Seok Choi
- Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul 137-701, Korea
| | - Sung Soo Ahn
- Department of Radiology, College of Medicine, Yonsei University, Seoul 120-752, Korea
| | - Na-Young Shin
- Department of Radiology, College of Medicine, Yonsei University, Seoul 120-752, Korea
| | - Jinna Kim
- Department of Radiology, College of Medicine, Yonsei University, Seoul 120-752, Korea
| | - Jae Hyung Kim
- Department of Radiology, College of Medicine, Seoul National University, Seoul 110-744, Korea
| | - Jong Eun Lee
- Department of Anatomy, College of Medicine, Yonsei University, Seoul 120-752, Korea
| | - Hye Yeon Lee
- Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul 137-701, Korea
| | - Ji Hoe Heo
- Department of Neurology, College of Medicine, Yonsei University, Seoul 120-752, Korea
| | - Seung-Koo Lee
- Department of Radiology, College of Medicine, Yonsei University, Seoul 120-752, Korea
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Ibatullin MM, Kalinin MN, Curado AT, Khasanova DR. [Neurovisualisation predictors of malignant cerebral infarction and hemorrhagic transformation]. Zh Nevrol Psikhiatr Im S S Korsakova 2015; 115:3-11. [PMID: 26120991 DOI: 10.17116/jnevro2015115323-11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Neuroimaging plays a central role in the assessment of patients with acute ischemic stroke. Within a few minutes, modern multimodal imaging protocols can provide one with comprehensive information about prognosis, management, and outcome of the disease, and may detect changes in the intracranial structures reflecting severity of the ischemic injury depicted by four Ps: parenchyma (of the brain), pipes (i.e., the cerebral blood vessels), penumbra, and permeability (of the blood brain barrier). In this article, we have reviewed neuroradiological predictors of malignant middle cerebral artery infarction and hemorrhagic transformation in light of the aforementioned four Ps.
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Affiliation(s)
| | | | - A T Curado
- Interregional Clinical Diagnostic Center, Kazan
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Chen H, Wu B, Liu N, Wintermark M, Su Z, Li Y, Hu J, Zhang Y, Zhang W, Zhu G. Using Standard First-Pass Perfusion Computed Tomographic Data to Evaluate Collateral Flow in Acute Ischemic Stroke. Stroke 2015; 46:961-7. [PMID: 25669309 DOI: 10.1161/strokeaha.114.008015] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Hui Chen
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Bing Wu
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Nan Liu
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Max Wintermark
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Zihua Su
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Ying Li
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Jun Hu
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Yongwei Zhang
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Weiwei Zhang
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
| | - Guangming Zhu
- From the Third Military Medical University, Chongqing, China (H.C.); Departments of Neurology (H.C., N.L., Y.L., W.Z., G.Z.) and Radiology (B.W.), Military General Hospital of Beijing PLA, Beijing, China; Department of Radiology, Neuroradiology Section, Stanford University, CA (M.W.); GE Healthcare, Beijing, China (Z.S.); Department of Neurology, Southwest Hospital, Third Military Medical University, Chongqing, China (J.H.); and Department of Neurology, Changhai Hospital, Second Military Medical
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Blood-brain barrier permeability imaging using perfusion computed tomography. Radiol Oncol 2015; 49:107-14. [PMID: 26029020 PMCID: PMC4387985 DOI: 10.2478/raon-2014-0029] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Accepted: 03/02/2014] [Indexed: 12/11/2022] Open
Abstract
Background. The blood-brain barrier represents the selective diffusion barrier at the level of the cerebral microvascular endothelium. Other functions of blood-brain barrier include transport, signaling and osmoregulation. Endothelial cells interact with surrounding astrocytes, pericytes and neurons. These interactions are crucial to the development, structural integrity and function of the cerebral microvascular endothelium. Dysfunctional blood-brain barrier has been associated with pathologies such as acute stroke, tumors, inflammatory and neurodegenerative diseases. Conclusions. Blood-brain barrier permeability can be evaluated in vivo by perfusion computed tomography - an efficient diagnostic method that involves the sequential acquisition of tomographic images during the intravenous administration of iodinated contrast material. The major clinical applications of perfusion computed tomography are in acute stroke and in brain tumor imaging.
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Perfusion CT and acute stroke imaging: Foundations, applications, and literature review. J Neuroradiol 2015; 42:21-9. [DOI: 10.1016/j.neurad.2014.11.003] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2014] [Accepted: 11/11/2014] [Indexed: 11/21/2022]
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Wang W, Li M, Chen Q, Wang J. Hemorrhagic Transformation after Tissue Plasminogen Activator Reperfusion Therapy for Ischemic Stroke: Mechanisms, Models, and Biomarkers. Mol Neurobiol 2014; 52:1572-1579. [PMID: 25367883 DOI: 10.1007/s12035-014-8952-x] [Citation(s) in RCA: 105] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Accepted: 10/20/2014] [Indexed: 01/29/2023]
Abstract
Intracerebral hemorrhagic transformation (HT) is well recognized as a common cause of hemorrhage in patients with ischemic stroke. HT after acute ischemic stroke contributes to early mortality and adversely affects functional recovery. The risk of HT is especially high when patients receive thrombolytic reperfusion therapy with tissue plasminogen activator, the only available treatment for ischemic stroke. Although many important publications address preclinical models of ischemic stroke, there are no current recommendations regarding the conduct of research aimed at understanding the mechanisms and prediction of HT. In this review, we discuss the underlying mechanisms for HT after ischemic stroke, provide an overview of the models commonly used for the study of HT, and discuss biomarkers that might be used for the early detection of this challenging clinical problem.
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Affiliation(s)
- Wei Wang
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, 430060, People's Republic of China
| | - Mingchang Li
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, 430060, People's Republic of China
| | - Qianxue Chen
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, 430060, People's Republic of China.
| | - Jian Wang
- Department of Anesthesiology and Critical Care Medicine, The Johns Hopkins University School of Medicine, 720 Rutland Ave, Ross Bldg 370B, Baltimore, MD, 21205, USA.
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Effects of tissue plasminogen activator timing on blood-brain barrier permeability and hemorrhagic transformation in rats with transient ischemic stroke. J Neurol Sci 2014; 347:148-54. [PMID: 25292413 DOI: 10.1016/j.jns.2014.09.036] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Revised: 09/12/2014] [Accepted: 09/15/2014] [Indexed: 11/23/2022]
Abstract
The goal of our study was to determine if the timing of the tissue plasminogen activator (tPA) administration influenced its effect on blood-brain barrier (BBB) permeability and the subsequent risk of hemorrhagic transformation. Thirty spontaneously hypertensive male rats were subjected to a 90-minute unilateral middle cerebral artery occlusion. Six rats did not receive tPA treatment (vehicle control: Group 0), intravenous tPA was administered immediately after reperfusion (Group 1) or 4h after reperfusion (Group 2). Dynamic contrast enhancement (DCE) and gradient-echo (GRE) MR sequences were used to assess the dynamic evolution of BBB permeability and hemorrhagic transformation changes at the following time points: during occlusion, and 3h, 6h, and 24h post reperfusion. In all groups, BBB permeability values in the ischemic tissue were low during occlusion. In Group 0, BBB permeability values increased at 3h after reperfusion (p=0.007, compared with the values during occlusion), and further at 6h after reperfusion (p=0.004, compared with those at 3h post reperfusion). At 24h post reperfusion, the values decreased to a level relative to but still higher than those during occlusion (p=0.025, compared with the values during occlusion). At 3h after reperfusion, BBB permeability values in the ischemic tissue increased, but to a greater extent in Group 1 than in Group 0 (p=0.034) and Group 2 (p=0.010). At 6h after reperfusion, BBB permeability values in the ischemic tissue increased further in Group 2 than in Group 0 (p=0.006) and Group 1 (p=0.001), while Group 1 exhibited BBB permeability that were still abnormal but less than those observed at 3h (p=0.001). Group 2 tended to have a higher hemorrhage incidence (36.4%, 4/11) than Group 1 (10.0%, 1/10, p=0.311) and Group 0 (0%), and hemorrhages occurred around 6h after reperfusion when BBB permeability values were the highest. Mortality was higher in Group 2 (63.6%, 7/11) than in Group 0 (0%) and Group 1 (10.0%, 1/10, p=0.024). The findings suggest that the timing of tPA administration is of importance for its impact on BBB permeability and subsequent risk of hemorrhagic transformation.
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Ozkul-Wermester O, Guegan-Massardier E, Triquenot A, Borden A, Perot G, Gérardin E. Increased blood-brain barrier permeability on perfusion computed tomography predicts hemorrhagic transformation in acute ischemic stroke. Eur Neurol 2014; 72:45-53. [PMID: 24853726 DOI: 10.1159/000358297] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2013] [Accepted: 12/30/2013] [Indexed: 11/19/2022]
Abstract
BACKGROUND/PURPOSE Perfusion computed tomography (CT) is capable of measuring the permeability surface product (PS). PS reflects the permeability of the blood-brain barrier, involved in the pathophysiology of hemorrhagic transformation (HT) of ischemic stroke. The aim of our study was to determine if an increased PS can predict HT. METHODS A total of 86 patients with ischemic stroke were included. They underwent multimodality CT, including the measurement of PS. We compared the clinical and radiological characteristics of patients who developed HT to those who did not, using univariate analysis. Multivariate regression analyses were then used to determine HT predictors. RESULTS HT was observed in 27 patients (31%). Infarct PS was significantly associated with HT (p = 0.047), as were atrial fibrillation (p = 0.03), admission National Institute of Health Stroke Scale score (p = 0.02), infarct volume (p = 0.0004), presence of large-vessel occlusion (p = 0.0005) and a poorer collateral status (p = 0.003). Using logistic regression modeling, an infarct PS >0.84 ml/100 g/min was an independent predictor of HT (OR 28, 95% CI 1.75-452.98; p = 0.02). Other independent predictors of HT were infarct volume and a history of atrial fibrillation. CONCLUSIONS Our findings suggest that infarct PS can be a predictor of HT and may help clinicians to improve patient care around thrombolysis decisions in the acute phase of ischemic stroke.
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Morales H, Lu A, Kurosawa Y, Clark JF, Leach J, Weiss K, Tomsick T. Decreased infarct volume and intracranial hemorrhage associated with intra-arterial nonionic iso-osmolar contrast material in an MCA occlusion/reperfusion model. AJNR Am J Neuroradiol 2014; 35:1885-91. [PMID: 24812016 DOI: 10.3174/ajnr.a3953] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND PURPOSE Infarct volume and intracranial hemorrhage after reperfusion with nonionic low-osmolar and iso-osmolar iodinated IRCM has not been previously compared. We postulated that iso-osmolar and low-osmolar iodinated contrast media exert varied effects on cerebral infarct after intra-arterial injection. We compared infarct volume and hemorrhagic changes following intra-arterial infusion of iodixanol, iopamidol, or normal saline in a rat MCA occlusion/reperfusion model. MATERIALS AND METHODS Infarct was induced in 30 rats by a previously validated method of MCA suture occlusion. Reperfusion was performed after 5 hours with either iodixanol (n = 9), iopamidol (n = 12), or saline (n = 9). MR images were obtained at both 6 and 24 hours after ischemia, followed by sacrifice. Infarct volume was measured with T2WI and DWI by semiautomatic segmentation. Incidence and area of hemorrhage were measured on brain sections postmortem. RESULTS T2WI mean infarct volumes were 242 ± 89, 324 ± 70, and 345 ± 92 mm(3) at 6 hours, and 341 ± 147,470 ± 91, and 462 ± 71 mm(3) at 24 hours in the iodixanol, iopamidol, and saline groups, respectively. Differences in infarct volume among groups were significant at 6 hours (P < .03) and 24 hours (P < .05). In the iodixanol, iopamidol, and saline groups, mean areas for cortical intracranial hemorrhage were 0.8, 18.2, and 25.7 mm(2); and 28, 31, and 56.7 mm(2), respectively, for deep intracranial hemorrhage. The differences in intracranial hemorrhage area among groups were statistically significant for cortical intracranial hemorrhage (P < .01). CONCLUSIONS Intra-arterial infusion of nonionic iso-osmolar iodixanol showed reduced infarct volume and reduced cortical intracranial hemorrhage areas in comparison with nonionic low-osmolar iopamidol and saline. Our results may be relevant in the setting of intra-arterial therapy for acute stroke in humans, warranting further investigation.
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Affiliation(s)
- H Morales
- From the Departments of Radiology (H.M., J.L., T.T.)
| | - A Lu
- Neurology (A.L., Y.K., J.F.C.), University of Cincinnati, Cincinnati, Ohio
| | - Y Kurosawa
- Neurology (A.L., Y.K., J.F.C.), University of Cincinnati, Cincinnati, Ohio
| | - J F Clark
- Neurology (A.L., Y.K., J.F.C.), University of Cincinnati, Cincinnati, Ohio
| | - J Leach
- From the Departments of Radiology (H.M., J.L., T.T.)
| | - K Weiss
- Department of Radiology (K.W.), University of Mississippi, Oxford, Mississippi
| | - T Tomsick
- From the Departments of Radiology (H.M., J.L., T.T.)
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Sobolewski P, Brola W, Wiszniewska M, Szczuchniak W, Fudala M, Domagalski M, Śledzińska-Dźwigał M. Intravenous thrombolysis with rt-PA for acute ischemic stroke within 24h of a transient ischemic attack. J Neurol Sci 2014; 340:44-9. [DOI: 10.1016/j.jns.2014.02.022] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Revised: 01/19/2014] [Accepted: 02/20/2014] [Indexed: 10/25/2022]
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van Seeters T, Biessels GJ, van der Schaaf IC, Dankbaar JW, Horsch AD, Luitse MJA, Niesten JM, Mali WPTM, Kappelle LJ, van der Graaf Y, Velthuis BK. Prediction of outcome in patients with suspected acute ischaemic stroke with CT perfusion and CT angiography: the Dutch acute stroke trial (DUST) study protocol. BMC Neurol 2014; 14:37. [PMID: 24568540 PMCID: PMC3939816 DOI: 10.1186/1471-2377-14-37] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Accepted: 02/21/2014] [Indexed: 01/04/2023] Open
Abstract
Background Prediction of clinical outcome in the acute stage of ischaemic stroke can be difficult when based on patient characteristics, clinical findings and on non-contrast CT. CT perfusion and CT angiography may provide additional prognostic information and guide treatment in the early stage. We present the study protocol of the Dutch acute Stroke Trial (DUST). The DUST aims to assess the prognostic value of CT perfusion and CT angiography in predicting stroke outcome, in addition to patient characteristics and non-contrast CT. For this purpose, individualised prediction models for clinical outcome after stroke based on the best predictors from patient characteristics and CT imaging will be developed and validated. Methods/design The DUST is a prospective multi-centre cohort study in 1500 patients with suspected acute ischaemic stroke. All patients undergo non-contrast CT, CT perfusion and CT angiography within 9 hours after onset of the neurological deficits, and, if possible, follow-up imaging after 3 days. The primary outcome is a dichotomised score on the modified Rankin Scale, assessed at 90 days. A score of 0–2 represents good outcome, and a score of 3–6 represents poor outcome. Three logistic regression models will be developed, including patient characteristics and non-contrast CT (model A), with addition of CT angiography (model B), and CT perfusion parameters (model C). Model derivation will be performed in 60% of the study population, and model validation in the remaining 40% of the patients. Additional prognostic value of the models will be determined with the area under the curve (AUC) from the receiver operating characteristic (ROC) curve, calibration plots, assessment of goodness-of-fit, and likelihood ratio tests. Discussion This study will provide insight in the added prognostic value of CTP and CTA parameters in outcome prediction of acute stroke patients. The prediction models that will be developed in this study may help guide future treatment decisions in the acute stage of ischaemic stroke.
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Affiliation(s)
- Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, HP E01,132, 3584 CX, Utrecht, The Netherlands.
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Huang APH, Tsai JC, Kuo LT, Lee CW, Lai HS, Tsai LK, Huang SJ, Chen CM, Chen YS, Chuang HY, Wintermark M. Clinical application of perfusion computed tomography in neurosurgery. J Neurosurg 2013; 120:473-88. [PMID: 24266541 DOI: 10.3171/2013.10.jns13103] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECT Currently, perfusion CT (PCT) is a valuable imaging technique that has been successfully applied to the clinical management of patients with ischemic stroke and aneurysmal subarachnoid hemorrhage (SAH). However, recent literature and the authors' experience have shown that PCT has many more important clinical applications in a variety of neurosurgical conditions. Therefore, the authors share their experiences of its application in various diseases of the cerebrovascular, neurotraumatology, and neurooncology fields and review the pertinent literature regarding expanding PCT applications for neurosurgical conditions, including pitfalls and future developments. METHODS A pertinent literature search was conducted of English-language articles describing original research, case series, and case reports from 1990 to 2011 involving PCT and with relevance and applicability to neurosurgical disorders. RESULTS In the cerebrovascular field, PCT is already in use as a diagnostic tool for patients suspected of having an ischemic stroke. Perfusion CT can be used to identify and define the extent of the infarct core and ischemic penumbra core, and thus aid patient selection for acute reperfusion therapy. For patients with aneurysmal SAH, PCT provides assessment of early brain injury, cerebral ischemia, and infarction, in addition to vasospasm. It may also be used to aid case selection for aggressive treatment of patients with poor SAH grade. In terms of oncological applications, PCT can be used as an imaging biomarker to assess angiogenesis and response to antiangiogenetic treatments, differentiate between glioma grades, and distinguish recurrent tumor from radiation necrosis. In the setting of traumatic brain injury, PCT can detect and delineate contusions at an early stage. In patients with mild head injury, PCT results have been shown to correlate with the severity and duration of postconcussion syndrome. In patients with moderate or severe head injury, PCT results have been shown to correlate with patients' functional outcome. CONCLUSIONS Perfusion CT provides quantitative and qualitative data that can add diagnostic and prognostic value in a number of neurosurgical disorders, and also help with clinical decision making. With emerging new technical developments in PCT, such as characterization of blood-brain barrier permeability and whole-brain PCT, this technique is expected to provide more and more insight into the pathophysiology of many neurosurgical conditions.
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A fast nonlinear regression method for estimating permeability in CT perfusion imaging. J Cereb Blood Flow Metab 2013; 33:1743-51. [PMID: 23881247 PMCID: PMC3824172 DOI: 10.1038/jcbfm.2013.122] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Revised: 06/27/2013] [Accepted: 06/30/2013] [Indexed: 01/25/2023]
Abstract
Blood-brain barrier damage, which can be quantified by measuring vascular permeability, is a potential predictor for hemorrhagic transformation in acute ischemic stroke. Permeability is commonly estimated by applying Patlak analysis to computed tomography (CT) perfusion data, but this method lacks precision. Applying more elaborate kinetic models by means of nonlinear regression (NLR) may improve precision, but is more time consuming and therefore less appropriate in an acute stroke setting. We propose a simplified NLR method that may be faster and still precise enough for clinical use. The aim of this study is to evaluate the reliability of in total 12 variations of Patlak analysis and NLR methods, including the simplified NLR method. Confidence intervals for the permeability estimates were evaluated using simulated CT attenuation-time curves with realistic noise, and clinical data from 20 patients. Although fixating the blood volume improved Patlak analysis, the NLR methods yielded significantly more reliable estimates, but took up to 12 × longer to calculate. The simplified NLR method was ∼4 × faster than other NLR methods, while maintaining the same confidence intervals (CIs). In conclusion, the simplified NLR method is a new, reliable way to estimate permeability in stroke, fast enough for clinical application in an acute stroke setting.
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Improving low-dose blood-brain barrier permeability quantification using sparse high-dose induced prior for Patlak model. Med Image Anal 2013; 18:866-80. [PMID: 24200529 DOI: 10.1016/j.media.2013.09.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2013] [Revised: 07/17/2013] [Accepted: 09/23/2013] [Indexed: 11/24/2022]
Abstract
Blood-brain barrier permeability (BBBP) measurements extracted from the perfusion computed tomography (PCT) using the Patlak model can be a valuable indicator to predict hemorrhagic transformation in patients with acute stroke. Unfortunately, the standard Patlak model based PCT requires excessive radiation exposure, which raised attention on radiation safety. Minimizing radiation dose is of high value in clinical practice but can degrade the image quality due to the introduced severe noise. The purpose of this work is to construct high quality BBBP maps from low-dose PCT data by using the brain structural similarity between different individuals and the relations between the high- and low-dose maps. The proposed sparse high-dose induced (shd-Patlak) model performs by building a high-dose induced prior for the Patlak model with a set of location adaptive dictionaries, followed by an optimized estimation of BBBP map with the prior regularized Patlak model. Evaluation with the simulated low-dose clinical brain PCT datasets clearly demonstrate that the shd-Patlak model can achieve more significant gains than the standard Patlak model with improved visual quality, higher fidelity to the gold standard and more accurate details for clinical analysis.
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van Seeters T, Biessels GJ, Niesten JM, van der Schaaf IC, Dankbaar JW, Horsch AD, Mali WPTM, Kappelle LJ, van der Graaf Y, Velthuis BK. Reliability of visual assessment of non-contrast CT, CT angiography source images and CT perfusion in patients with suspected ischemic stroke. PLoS One 2013; 8:e75615. [PMID: 24116061 PMCID: PMC3792960 DOI: 10.1371/journal.pone.0075615] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Accepted: 08/16/2013] [Indexed: 11/19/2022] Open
Abstract
Background and Purpose Good reliability of methods to assess the extent of ischemia in acute stroke is important for implementation in clinical practice, especially between observers with varying experience. Our aim was to determine inter- and intra-observer reliability of the 1/3 middle cerebral artery (MCA) rule and the Alberta Stroke Program Early CT Score (ASPECTS) for different CT modalities in patients suspected of acute ischemic stroke. Methods We prospectively included 105 patients with acute neurological deficit due to suspected acute ischemic stroke within 9 hours after symptom onset. All patients underwent non-contrast CT, CT perfusion and CT angiography on admission. All images were evaluated twice for presence of ischemia, ischemia with >1/3 MCA involvement, and ASPECTS. Four observers evaluated twenty scans twice for intra-observer agreement. We used kappa statistics and intraclass correlation coefficient to calculate agreement. Results Inter-observer agreement for the 1/3 MCA rule and ASPECTS was fair to good for non-contrast CT, poor to good for CT angiography source images, but excellent for all CT perfusion maps (cerebral blood volume, mean transit time, and predicted penumbra and infarct maps). Intra-observer agreement for the 1/3 MCA rule and ASPECTS was poor to good for non-contrast CT, fair to moderate for CT angiography source images, and good to excellent for all CT perfusion maps. Conclusion Between observers with a different level of experience, agreement on the radiological diagnosis of cerebral ischemia is much better for CT perfusion than for non-contrast CT and CT angiography source images, and therefore CT perfusion is a very reliable addition to standard stroke imaging.
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Affiliation(s)
- Tom van Seeters
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
- * E-mail:
| | - Geert Jan Biessels
- Department of Neurology, Utrecht Stroke Center, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Joris M. Niesten
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Jan Willem Dankbaar
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Alexander D. Horsch
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Radiology, Rijnstate Hospital, Arnhem, The Netherlands
| | - Willem P. T. M. Mali
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L. Jaap Kappelle
- Department of Neurology, Utrecht Stroke Center, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Yolanda van der Graaf
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Birgitta K. Velthuis
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
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Jickling GC, Ander BP, Stamova B, Zhan X, Liu D, Rothstein L, Verro P, Khoury J, Jauch EC, Pancioli AM, Broderick JP, Sharp FR. RNA in blood is altered prior to hemorrhagic transformation in ischemic stroke. Ann Neurol 2013; 74:232-40. [PMID: 23468366 DOI: 10.1002/ana.23883] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2012] [Revised: 02/19/2013] [Accepted: 03/01/2013] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Hemorrhagic transformation (HT) is a major complication of ischemic stroke that worsens outcomes and increases mortality. Disruption of the blood-brain barrier is a central feature of HT pathogenesis, and leukocytes may contribute to this process. We sought to determine whether ischemic strokes that develop HT have differences in RNA expression in blood within 3 hours of stroke onset prior to treatment with thrombolytic therapy. METHODS Stroke patient blood samples were obtained prior to treatment with thrombolysis, and leukocyte RNA was assessed by microarray analysis. Strokes that developed HT (n = 11) were compared to strokes without HT (n = 33) and controls (n = 14). Genes were identified (corrected p < 0.05, fold change ≥|1.2|), and functional analysis was performed. RNA prediction of HT in stroke was evaluated using cross-validation, and in a second stroke cohort (n = 52). RESULTS Ischemic strokes that developed HT had differential expression of 29 genes in circulating leukocytes prior to treatment with thrombolytic therapy. A panel of 6 genes could predict strokes that later developed HT with 80% sensitivity and 70.2% specificity. Key pathways involved in HT of human stroke are described, including amphiregulin, a growth factor that regulates matrix metalloproteinase-9; a shift in transforming growth factor-β signaling involving SMAD4, INPP5D, and IRAK3; and a disruption of coagulation factors V and VIII. INTERPRETATION Identified genes correspond to differences in inflammation and coagulation that may predispose to HT in ischemic stroke. Given the adverse impact of HT on stroke outcomes, further evaluation of the identified genes and pathways is warranted to determine their potential as therapeutic targets to reduce HT and as markers of HT risk.
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Affiliation(s)
- Glen C Jickling
- Department of Neurology and the MIND Institute, University of California, Davis, Sacramento, CA
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