1
|
Elsherif S, Legere B, Mohamed A, Saqqur R, Fatima N, Saqqur M, Shuaib A. Beyond conventional imaging: A systematic review and meta-analysis assessing the impact of computed tomography perfusion on ischemic stroke outcomes in the late window. Int J Stroke 2025; 20:278-288. [PMID: 39375904 PMCID: PMC11874481 DOI: 10.1177/17474930241292915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 10/03/2024] [Indexed: 10/09/2024]
Abstract
BACKGROUND Non-contrast cranial computed tomography (NCCT) and CT angiogram (CTA) have become essential for endovascular treatment (EVT) in acute stroke. Patient selection may improve when CT perfusion (CTP) imaging is also added for patient selection. We aimed to analyze the effects of implementing CTP in acute ischemic stroke (AIS) patients' treatment to assess whether stroke outcomes differ in the late window. METHODS We searched the PubMed, Embase, and Web of Sciences databases to obtain articles related to CTA and CTP in EVT. Collected patient data were split into two groups: the CTP and control (NCCT + CTA) cohorts. Primary outcomes evaluated were modified Rankin Scale (mRS) scores, symptomatic intracranial hemorrhages (sICHs), mortality, and successful recanalization. RESULTS There were 14 studies with 5809 total patients in the final analysis: 2602 received CTP and 3202 were in the control group. CTP/CTA patients showed significantly lower rates of 90-day stroke-related mortality (odds ratio (OR) = 0.72, 95% confidence interval (CI) = 0.60-0.87, p < 0.01) and significantly higher successful recanalization (OR = 1.42, 95% CI = 1.06-1.94, p < 0.01) compared with CTA-only patients. Analysis of other outcomes including functional independence (mRS = 0-2), critical times, and intracranial hemorrhages was non-significant (p > 0.05). CONCLUSION The study highlights the usefulness of CTP-guided therapy as a supplementary tool in EVT selection in the late window. Although the addition of CTP resulted in lower mortality, the favorable outcomes did not improve. Further evidence is required to establish a clearer understanding of the potential advantages or limitations of incorporating CTP in stroke imaging.
Collapse
Affiliation(s)
- Salah Elsherif
- Faculty of Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Brittney Legere
- Department of Applied Sciences, University of Guelph, Guelph, ON, Canada
| | - Ahmed Mohamed
- Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON, Canada
| | - Razan Saqqur
- Department of Health, University of Waterloo, Waterloo, ON, Canada
| | - Nida Fatima
- Department of Neurosurgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Maher Saqqur
- Department of Neurology; Trillium Health Partners, University of Toronto, Toronto, ON, Canada
| | - Ashfaq Shuaib
- Department of Neurology, University of Alberta, Edmonton, AB, Canada
| |
Collapse
|
2
|
Li Y, Ma CH. Advancements in Imaging for the Diagnosis of Wake-up Stroke. Neurologist 2025; 30:55-59. [PMID: 39382203 DOI: 10.1097/nrl.0000000000000585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2024]
Abstract
BACKGROUND The concept of wake-up stroke (WUS) as a distinct subtype of acute ischaemic stroke, characterized by an uncertain onset time, traditionally resulted in the exclusion of patients from intravenous thrombolysis treatment. REVIEW SUMMARY Advancements in neuroimaging have prompted a shift in the approach to intravenous thrombolysis treatment, moving away from a strict focus on the onset time window toward consideration of the tissue time window. This paradigm shift has expanded the opportunity for a larger cohort of patients with WUS to receive timely and effective treatment, ultimately leading to improved prognosis. CONCLUSIONS This study reviews the WUS pathogenesis and the progress of various imaging diagnostic techniques to clarify the WUS onset time and select the optimal treatment plan.
Collapse
Affiliation(s)
- Yang Li
- Department of Radiological Imaging
| | - Chun-Hui Ma
- Department of Pathology, Faculty of Medical Imaging, Naval Medical University, Shanghai, China
| |
Collapse
|
3
|
Wang T, Jin X, Yang P, Li S, Zhang Q, Shao C, Lu J, Jin X, Chen L. A clinical and computed tomography-based nomogram to predict the outcome in patients with anterior circulation large vessel occlusion after endovascular mechanical thrombectomy. Jpn J Radiol 2024; 42:973-982. [PMID: 38700623 DOI: 10.1007/s11604-024-01583-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 04/23/2024] [Indexed: 08/31/2024]
Abstract
PURPOSE To explore the positive predictors of the clinical outcome in acute ischemic stroke (AIS) patients with anterior circulation large vessel occlusion (ACLVO) after endovascular mechanical thrombectomy (EMT) at a 90-day follow-up, and to establish a nomogram model to predict the clinical outcome. MATERIALS AND METHODS AIS patients with ACLVO detected by multimodal Computed Tomography imaging who underwent EMT were collected. Patients were divided into the favorable and the unfavorable groups according to the 90-day modified Rankin Scale (mRS) score. Univariate and multivariate analyses were performed to investigate predictors of the favorable outcome (mRS of 0-2). A nomogram model for predicting the clinical outcome after EMT was drawn, and the receiver operating characteristic (ROC) curve was used to evaluate its predictive value. RESULTS Totally 105 patients including 65 patients in the favorable group and 40 in the unfavorable group were enrolled. Multivariate logistic regression analysis showed that admission National Institute of Health Stroke scale (NIHSS) score [0.858 (95% CI 0.778-0.947)], ACLVO at M2 [20.023 (95% CI 2.204-181.907)] and infarct core (IC) volume [0.943 (95% CI 0.917-0.969)] was positively correlated with favorable outcome. The accuracy of the nomogram model in predicting the outcome was 0.923 (95% CI 0.870-0.976), with a cutoff value of 119.6 points. The area under the ROC curve was 0.848 (95% CI 0.780-0.917; sensitivity, 79.7%; specificity, 90.0%). CONCLUSION A low Admission NIHSS score, ACLVO at M2, and a small IC volume were positive predictors for favorable outcome. The nomogram model may well predict the outcome in AIS patients with ACLVO after EMT.
Collapse
Affiliation(s)
- Tiegong Wang
- Department of Radiology, Changhai Hospital, Naval Medical University, No. 168 Changhai Road, Shanghai, 200433, China
| | - Xiangyu Jin
- Hainan College of Economics and Business, Haikou, 571127, Hainan, China
| | - Panpan Yang
- Department of Radiology, Changhai Hospital, Naval Medical University, No. 168 Changhai Road, Shanghai, 200433, China
| | - Shuai Li
- Department of Radiology, Changhai Hospital, Naval Medical University, No. 168 Changhai Road, Shanghai, 200433, China
| | - Qianwen Zhang
- Department of Radiology, Changhai Hospital, Naval Medical University, No. 168 Changhai Road, Shanghai, 200433, China
| | - Chengwei Shao
- Department of Radiology, Changhai Hospital, Naval Medical University, No. 168 Changhai Road, Shanghai, 200433, China
| | - Jianping Lu
- Department of Radiology, Changhai Hospital, Naval Medical University, No. 168 Changhai Road, Shanghai, 200433, China
| | - Xianglan Jin
- Department of Intensive Care Unit, Shanghai Tenth People's Hospital, Tongji University, No. 301 Yanchang Middle Road, Shanghai, 200072, China.
| | - Luguang Chen
- Department of Radiology, Changhai Hospital, Naval Medical University, No. 168 Changhai Road, Shanghai, 200433, China.
| |
Collapse
|
4
|
Hildesheim FE, Ophey A, Zumbansen A, Funck T, Schuster T, Jamison KW, Kuceyeski A, Thiel A. Predicting Language Function Post-Stroke: A Model-Based Structural Connectivity Approach. Neurorehabil Neural Repair 2024; 38:447-459. [PMID: 38602161 PMCID: PMC11097606 DOI: 10.1177/15459683241245410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
BACKGROUND The prediction of post-stroke language function is essential for the development of individualized treatment plans based on the personal recovery potential of aphasic stroke patients. OBJECTIVE To establish a framework for integrating information on connectivity disruption of the language network based on routinely collected clinical magnetic resonance (MR) images into Random Forest modeling to predict post-stroke language function. METHODS Language function was assessed in 76 stroke patients from the Non-Invasive Repeated Therapeutic Stimulation for Aphasia Recovery trial, using the Token Test (TT), Boston Naming Test (BNT), and Semantic Verbal Fluency (sVF) Test as primary outcome measures. Individual infarct masks were superimposed onto a diffusion tensor imaging tractogram reference set to calculate Change in Connectivity scores of language-relevant gray matter regions as estimates of structural connectivity disruption. Multivariable Random Forest models were derived to predict language function. RESULTS Random Forest models explained moderate to high amount of variance at baseline and follow-up for the TT (62.7% and 76.2%), BNT (47.0% and 84.3%), and sVF (52.2% and 61.1%). Initial language function and non-verbal cognitive ability were the most important variables to predict language function. Connectivity disruption explained additional variance, resulting in a prediction error increase of up to 12.8% with variable omission. Left middle temporal gyrus (12.8%) and supramarginal gyrus (9.8%) were identified as among the most important network nodes. CONCLUSION Connectivity disruption of the language network adds predictive value beyond lesion volume, initial language function, and non-verbal cognitive ability. Obtaining information on connectivity disruption based on routine clinical MR images constitutes a significant advancement toward practical clinical application.
Collapse
Affiliation(s)
- Franziska E. Hildesheim
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, QC, Canada
- Department of Neurology & Neurosurgery, McGill University, Montréal, QC, Canada
- Canadian Platform for Trials in Non-Invasive Brain Stimulation (CanStim), Montréal, QC, Canada
| | - Anja Ophey
- Department of Medical Psychology | Neuropsychology and Gender Studies, Center for Neuropsychological Diagnostics and Intervention, University Hospital Cologne, Medical Faculty of the University of Cologne, Cologne, Germany
| | - Anna Zumbansen
- School of Rehabilitation Sciences, University of Ottawa, Ottawa, ON, Canada
- Music and Health Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Thomas Funck
- Institute of Neurosciences and Medicine INM-1, Research Centre Jülich, Jülich, Germany
| | - Tibor Schuster
- Department of Family Medicine, McGill University, Montréal, QC, Canada
| | - Keith W. Jamison
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Amy Kuceyeski
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Alexander Thiel
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, QC, Canada
- Department of Neurology & Neurosurgery, McGill University, Montréal, QC, Canada
- Canadian Platform for Trials in Non-Invasive Brain Stimulation (CanStim), Montréal, QC, Canada
| |
Collapse
|
5
|
Halil E. CT perfusion - an up-to-date element of the contemporary multimodal diagnostic approach to acute ischemic stroke. Folia Med (Plovdiv) 2023; 65:531-538. [PMID: 37655371 DOI: 10.3897/folmed.65.e96954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 02/22/2023] [Indexed: 09/02/2023] Open
Abstract
Acute ischemic stroke is of great clinical and societal importance due to its high incidence and mortality rates, as well as the fact that those who are affected suffer from permanent acquired disability. Modern trends explicitly state that the disease's diagnostic plan should use a multidisciplinary approach. The therapeutic steps that ultimately determine the clinical outcome are defined by an accurate diagnosis of acute ischemic stroke. Highly specialized facilities for the diagnosis and treatment of acute ischemic stroke (Stroke Units) are in operation in countries that make significant investments in healthcare. Imaging the brain parenchyma at risk, or the so-called ischemic penumbra, in acute ischemic stroke is one of the main tasks of the multimodal computed tomography approach. The most rapid method for imaging the ischemic penumbra is computed tomography perfusion (CTP). This modality provides information about the anatomy and the physiologic state of the brain parenchyma.
Collapse
Affiliation(s)
- Eray Halil
- Medical University of Plovdiv, Plovdiv, Bulgaria
| |
Collapse
|
6
|
Chen S, Spring KJ, Killingsworth MC, Calic Z, Beran RG, Bhaskar SMM. Association of Lesion Topography with Functional Outcomes in Acute Ischemic Stroke Patients Considered for, or Receiving, Reperfusion Therapy: A Meta-Analysis. Neurol Int 2022; 14:903-922. [PMID: 36412695 PMCID: PMC9680454 DOI: 10.3390/neurolint14040073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/31/2022] [Accepted: 11/02/2022] [Indexed: 11/09/2022] Open
Abstract
Background: The impact of lesion topography (LT), characterised by the Alberta Stroke Programme Early CT Score (ASPECTS), on outcomes after reperfusion therapy in acute ischemic stroke (AIS) is poorly elucidated. We investigated the prognostic accuracy of ASPECTS-based LT assessment and its association with clinical outcomes in AIS patients considered for reperfusion therapy or receiving intravenous thrombolysis (IVT), endovascular thrombectomy (EVT), or none or both. Methods: Studies were identified from PubMed with additional studies added from Google Scholar. The prevalence of individual ASPECTS regions will also be determined. The association of individual ASPECTS regions with the functional outcome at 90 days will be assessed using random-effects modelling for various cut-offs, such as 6, 7 and 8. The association of continuous ASPECTS with the functional outcome at 90 days will also be undertaken. Forest plots of odds ratios (ORs) will be generated. Results: A total of 25 studies have been included in the final analysis, encompassing 11,404 patients. Pooled estimates indicate that the highest prevalence rates were in cases involving the insula and lentiform nucleus. Subgroup analysis for ASPECTS < 6 (OR 6.10; 95% CI 2.50−14.90; p < 0.0001), ASPECTS < 7 (OR 4.58; 95% CI 1.18−17.86; p < 0.0001) and ASPECTS < 8 (OR 2.26; 95% CI 1.32−3.89; p < 0.0001) revealed a significant association with poor functional outcome at 90 days. Decreasing ASPECTS significantly increased the odds of poor functional outcomes at 90 days (SMD −1.15; 95% CI −1.77−−0.52; p < 0.0001). Conclusions: Our meta-analysis demonstrates that decreasing ASPECTS is significantly associated with poor functional outcomes. Individual ASPECTS regions associated with the highest odds of poor functional outcomes were identified. Future studies on the association of LT and clinical outcomes specific to EVT are required.
Collapse
Affiliation(s)
- Shuyue Chen
- Global Health Neurology Lab, Sydney, NSW 2000, Australia
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW 2170, Australia
- UNSW Medicine and Health, University of New South Wales (UNSW), South West Sydney Clinical Campuses, Sydney, NSW 2170, Australia
| | - Kevin J. Spring
- UNSW Medicine and Health, University of New South Wales (UNSW), South West Sydney Clinical Campuses, Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- Medical Oncology Group, Liverpool Clinical School, Ingham Institute for Applied Medical Research and Western Sydney University (WSU), Sydney, NSW 2751, Australia
- School of Medicine, Western Sydney University, Sydney, NSW 2000, Australia
| | - Murray C. Killingsworth
- UNSW Medicine and Health, University of New South Wales (UNSW), South West Sydney Clinical Campuses, Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- School of Medicine, Western Sydney University, Sydney, NSW 2000, Australia
- Department of Anatomical Pathology, NSW Health Pathology, Correlative Microscopy Facility, Ingham Institute for Applied Medical Research and Western Sydney University (WSU), Liverpool, NSW 2170, Australia
| | - Zeljka Calic
- Global Health Neurology Lab, Sydney, NSW 2000, Australia
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW 2170, Australia
- UNSW Medicine and Health, University of New South Wales (UNSW), South West Sydney Clinical Campuses, Sydney, NSW 2170, Australia
- Department of Neurology & Neurophysiology, Liverpool Hospital & South West Sydney Local Health District (SWSLHD), Sydney, NSW 2170, Australia
- Stroke & Neurology Research Group, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia
| | - Roy G. Beran
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW 2170, Australia
- UNSW Medicine and Health, University of New South Wales (UNSW), South West Sydney Clinical Campuses, Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- School of Medicine, Western Sydney University, Sydney, NSW 2000, Australia
- Department of Neurology & Neurophysiology, Liverpool Hospital & South West Sydney Local Health District (SWSLHD), Sydney, NSW 2170, Australia
- Stroke & Neurology Research Group, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia
- Griffith Health, School of Medicine and Dentistry, Griffith University, Southport, QLD 4215, Australia
| | - Sonu M. M. Bhaskar
- Global Health Neurology Lab, Sydney, NSW 2000, Australia
- Neurovascular Imaging Laboratory, Ingham Institute for Applied Medical Research, Clinical Sciences Stream, Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- Department of Neurology & Neurophysiology, Liverpool Hospital & South West Sydney Local Health District (SWSLHD), Sydney, NSW 2170, Australia
- Stroke & Neurology Research Group, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia
- Correspondence: ; Tel.: +61-(02)-873-89179; Fax: +61-(02)-873-83648
| |
Collapse
|
7
|
Liu F, Yang X, Hou C, Li Z, Li G, Zuo L. Diagnostic value of whole-brain computed tomographic perfusion imaging for suspected large artery occlusion stroke patients in emergency department. Acta Neurol Belg 2022; 122:1219-1227. [PMID: 35023071 DOI: 10.1007/s13760-021-01859-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Accepted: 12/27/2021] [Indexed: 12/30/2022]
Abstract
PURPOSE To evaluate the diagnostic value of whole-brain computed tomographic perfusion (WB-CTP) in emergency department for suspected large artery occlusion stroke. METHODS Suspected large artery occlusion (LAO) stroke patients had initial WB-CTP in the neurological emergency department from August 2016 to August 2018 were retrospectively reviewed for analysis. The sensitivity and specificity of non-contrast computed tomographic scan (NCCT) or WB-CTP for diagnosis of cerebral infarction was compared between the anterior circulation and posterior circulation. The imaging characteristics of WB-CTP in patients with stroke-mimics were described. RESULTS Among the 300 included patients, 259 patients (86.3%) were finally diagnosed as cerebral infarction, 16 (5.3%) were transient ischemic attack, 10 (3.3%) were epileptic seizure and 3 (1%) were cerebral venous sinus thrombosis (CVST). For patients with final diagnosis of cerebral infarction, WB-CTP found abnormality in 206 cases (79.5%). NCCT had poor sensitivity (4.6%) but high specificity (100%) for cerebral infarction. The CTP imaging had a sensitivity of 81.2% in anterior circulation and 59.6% in posterior circulation stroke, both with good specificity (57.1% and 92.6%, respectively). 60% (6/10) of epileptic patients showed abnormal perfusion in CTP maps, which was inconsistent with cerebral arterial supply territories. Hypoperfusion manifestations were discovered in areas adjacent to occlusion sinus of all 3 CVST cases. CONCLUSION This retrospective study indicates WB-CTP can be useful in identifying acute ischemic stroke in emergency department, especially for patients with acute LAO stroke. Moreover, WB-CTP may have a value in differentiating stroke mimics such as epilepsy and CVST.
Collapse
Affiliation(s)
- Feifeng Liu
- Department of Neurology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xinyi Yang
- Department of Neurology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Changlong Hou
- Department of Radiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Zhiyu Li
- Department of Radiology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Gang Li
- Department of Neurology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Lian Zuo
- Department of Neurology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China.
| |
Collapse
|
8
|
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: 1.0] [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.
Collapse
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
| |
Collapse
|
9
|
Juan CJ, Lin SC, Li YH, Chang CC, Jeng YH, Peng HH, Huang TY, Chung HW, Shen WC, Tsai CH, Chang RF, Liu YJ. Improving interobserver agreement and performance of deep learning models for segmenting acute ischemic stroke by combining DWI with optimized ADC thresholds. Eur Radiol 2022; 32:5371-5381. [PMID: 35201408 DOI: 10.1007/s00330-022-08633-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 12/26/2021] [Accepted: 01/31/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES To examine the role of ADC threshold on agreement across observers and deep learning models (DLMs) plus segmentation performance of DLMs for acute ischemic stroke (AIS). METHODS Twelve DLMs, which were trained on DWI-ADC-ADC combination from 76 patients with AIS using 6 different ADC thresholds with ground truth manually contoured by 2 observers, were tested by additional 67 patients in the same hospital and another 78 patients in another hospital. Agreement between observers and DLMs were evaluated by Bland-Altman plot and intraclass correlation coefficient (ICC). The similarity between ground truth (GT) defined by observers and between automatic segmentation performed by DLMs was evaluated by Dice similarity coefficient (DSC). Group comparison was performed using the Mann-Whitney U test. The relationship between the DSC and ADC threshold as well as AIS lesion size was evaluated by linear regression analysis. A p < .05 was considered statistically significant. RESULTS Excellent interobserver agreement and intraobserver repeatability in the manual segmentation (all ICC > 0.98, p < .001) were achieved. The 95% limit of agreement was reduced from 11.23 cm2 for GT on DWI to 0.59 cm2 for prediction at an ADC threshold of 0.6 × 10-3 mm2/s combined with DWI. The segmentation performance of DLMs was improved with an overall DSC from 0.738 ± 0.214 on DWI to 0.971 ± 0.021 on an ADC threshold of 0.6 × 10-3 mm2/s combined with DWI. CONCLUSIONS Combining an ADC threshold of 0.6 × 10-3 mm2/s with DWI reduces interobserver and inter-DLM difference and achieves best segmentation performance of AIS lesions using DLMs. KEY POINTS • Higher Dice similarity coefficient (DSC) in predicting acute ischemic stroke lesions was achieved by ADC thresholds combined with DWI than by DWI alone (all p < .05). • DSC had a negative association with the ADC threshold in most sizes, both hospitals, and both observers (most p < .05) and a positive association with the stroke size in all ADC thresholds, both hospitals, and both observers (all p < .001). • An ADC threshold of 0.6 × 10-3 mm2/s eliminated the difference of DSC at any stroke size between observers or between hospitals (p = .07 to > .99).
Collapse
Affiliation(s)
- Chun-Jung Juan
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan, Republic of China
- Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China
- Department of Radiology, School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan, Republic of China
- Department of Medical Imaging, China Medical University Hospital, Taichung, Taiwan, Republic of China
- Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan, Republic of China
| | - Shao-Chieh Lin
- Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China
- Ph.D. Program in Electrical and Communication Engineering, Feng Chia University, Taichung, Taiwan, Republic of China
| | - Ya-Hui Li
- Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan, Republic of China
| | - Chia-Ching Chang
- Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China
- Department of Management Science, National Chiao-Tung University, Hsinchu, Taiwan, Republic of China
| | - Yi-Hung Jeng
- Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China
- Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan, Republic of China
| | - Hsu-Hsia Peng
- Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan, Republic of China
| | - Teng-Yi Huang
- Department of Electrical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan, Republic of China
| | - Hsiao-Wen Chung
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan, Republic of China
- Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, Republic of China
| | - Wu-Chung Shen
- Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China
- Department of Radiology, School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan, Republic of China
| | - Chon-Haw Tsai
- Department of Neurology, China Medical University Hospital, Taichung, Taiwan, Republic of China
| | - Ruey-Feng Chang
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan, Republic of China.
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan, Republic of China.
| | - Yi-Jui Liu
- Department of Automatic Control Engineering, Feng Chia University, No. 100 Wenhwa Rd., Seatwen, 40724, Taichung, Taiwan, Republic of China.
| |
Collapse
|
10
|
Shaban S, Huasen B, Haridas A, Killingsworth M, Worthington J, Jabbour P, Bhaskar SMM. Digital subtraction angiography in cerebrovascular disease: current practice and perspectives on diagnosis, acute treatment and prognosis. Acta Neurol Belg 2022; 122:763-780. [PMID: 34553337 DOI: 10.1007/s13760-021-01805-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 09/15/2021] [Indexed: 12/12/2022]
Abstract
Digital Subtraction Angiography (DSA) is the gold-standard imaging modality in acute cerebrovascular diagnosis. The role of DSA has become increasingly prominent since the incorporation of endovascular therapy in standards of care for acute ischemic stroke. It is used in the assessment of cerebral vessel patency; however, the therapeutic role of DSA from a prognostic standpoint merits further investigation. The current paper provides an update on current practice on diagnostic, therapeutic and prognostic use of DSA in acute cerebrovascular diseases and various indications and perspectives that may apply, or limit its use, in ongoing surveillance or prognosis. Pre-clinical and clinical studies on the aspects, including but not limited to the morphology of cerebrovasculature in acute ischaemic stroke, are required to delineate and inform its prognostic role.
Collapse
Affiliation(s)
- Shirin Shaban
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, Australia
- University of New South Wales (UNSW), South Western Sydney Clinical School, Liverpool, NSW, Australia
| | - Bella Huasen
- Department of Interventional Radiology, Lancashire University Teaching Hospitals, Lancashire Care NHS Foundation Trust, Preston, UK
| | - Abilash Haridas
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, Australia
- Baycare Medical Group, Pediatric Neurosurgery, Cerebrovascular and Skull Base Neurosurgery, St Joseph's Hospital, Tampa, FL, USA
| | - Murray Killingsworth
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, Australia
- University of New South Wales (UNSW), South Western Sydney Clinical School, Liverpool, NSW, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, Australia
- Department of Anatomical Pathology, Correlative Microscopy Facility, NSW Health Pathology, Sydney, Australia
| | - John Worthington
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, Australia
- RPA Comprehensive Stroke Service and Department of Neurology, Royal Prince Alfred Hospital, Camperdown, Sydney, Australia
| | - Pascal Jabbour
- Division of Neurovascular Surgery and Endovascular Neurosurgery, Thomas Jefferson University and Jefferson Hospital for Neuroscience, Philadelphia, PA, USA
| | - Sonu Menachem Maimonides Bhaskar
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, Australia.
- University of New South Wales (UNSW), South Western Sydney Clinical School, Liverpool, NSW, Australia.
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, Australia.
- Department of Neurology and Neurophysiology, Liverpool Hospital and South Western Sydney Local Health District, Sydney, Australia.
- Department of Neurology and Neurophysiology, Clinical Sciences Building, Liverpool Hospital, Elizabeth St, Liverpool, NSW, 2170, Australia.
| |
Collapse
|
11
|
The association of transradial access and transfemoral access with procedural outcomes in acute ischemic stroke patients receiving endovascular thrombectomy: A meta-analysis. Clin Neurol Neurosurg 2022; 215:107209. [DOI: 10.1016/j.clineuro.2022.107209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 01/28/2022] [Accepted: 02/16/2022] [Indexed: 11/17/2022]
|
12
|
The Assessment of Endovascular Therapies in Ischemic Stroke: Management, Problems and Future Approaches. J Clin Med 2022; 11:jcm11071864. [PMID: 35407472 PMCID: PMC8999747 DOI: 10.3390/jcm11071864] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/18/2022] [Accepted: 03/25/2022] [Indexed: 02/06/2023] Open
Abstract
Ischemic stroke accounts for over 80% of all strokes and is one of the leading causes of mortality and permanent disability worldwide. Intravenous administration of recombinant tissue plasminogen activator (rt-PA) is an approved treatment strategy for acute ischemic stroke of large arteries within 4.5 h of onset, and mechanical thrombectomy can be used for large arteries occlusion up to 24 h after onset. Improving diagnostic work up for acute treatment, reducing onset-to-needle time and urgent radiological access angiographic CT images (angioCT) and Magnetic Resonance Imaging (MRI) are real problems for many healthcare systems, which limits the number of patients with good prognosis in real world compared to the results of randomized controlled trials. The applied endovascular procedures demonstrated high efficacy, but some cellular mechanisms, following reperfusion, are still unknown. Changes in the morphology and function of mitochondria associated with reperfusion and ischemia-reperfusion neuronal death are still understudied research fields. Moreover, future research is needed to elucidate the relationship between continuously refined imaging techniques and the variable structure or physical properties of the clot along with vascular permeability and the pleiotropism of ischemic reperfusion lesions in the penumbra, in order to define targeted preventive procedures promoting long-term health benefits.
Collapse
|
13
|
Rastogi A, Weissert R, Bhaskar SMM. Leukoaraiosis severity and post-reperfusion outcomes in acute ischaemic stroke: A meta-analysis. Acta Neurol Scand 2022; 145:171-184. [PMID: 34418060 DOI: 10.1111/ane.13519] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 08/05/2021] [Accepted: 08/12/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Severity of leukoaraiosis may mediate outcomes after reperfusion therapy in acute ischaemic stroke (AIS) patients. However, the level of the association remains poorly understood. We performed a meta-analysis to investigate the impact of leukoaraiosis severity on functional outcome, survival, haemorrhagic complications, and procedural success in AIS patients treated with intravenous thrombolysis and/or endovascular thrombectomy. MATERIALS AND METHODS PubMed, EMBASE and the Cochrane library were searched for studies on leukoaraiosis in AIS receiving reperfusion therapy. A random-effects meta-analysis was conducted for post-reperfusion outcomes in AIS patients with absent-to-mild leukoaraiosis and moderate-to-severe leukoaraiosis. The strength of association between moderate-to-severe leukoaraiosis and poor outcomes was quantified using odds ratios (OR). RESULTS A total of 15 eligible studies involving 6460 patients (1451 with moderate-to-severe leukoaraiosis and 5009 with absent-to-mild leukoaraiosis) were included in the meta-analysis. Moderate-to-severe leukoaraiosis was significantly associated with poor 90-day functional outcome (OR 3.16; 95% confidence interval (CI) 2.69-3.72; p < .0001), 90-day mortality (OR 3.11; 95% CI 2.27-4.26; p < .0001) and increased risk of symptomatic intracerebral haemorrhage (OR 1.69; 95% CI 1.24-2.32; p = .001) after reperfusion therapy. Overall, no significant association of leukoaraiosis severity with haemorrhagic transformation (HT) and angiographic recanalization status were observed. However, subgroup analysis revealed a significant association of WML severity with HT in patients receiving EVT. CONCLUSION Leukoaraiosis is a useful prognostic biomarker in AIS. Patients with moderate-to-severe leukoaraiosis on baseline imaging are likely to have worse clinical and safety outcomes after reperfusion therapy.
Collapse
Affiliation(s)
- Aarushi Rastogi
- Neurovascular Imaging Laboratory Clinical Sciences Stream Ingham Institute for Applied Medical Research Sydney Australia
- South Western Sydney Clinical School University of New South Wales (UNSW) Sydney NSW Australia
| | - Robert Weissert
- Department of Neurology Regensburg University Hospital University of Regensburg Regensburg Germany
| | - Sonu Menachem Maimonides Bhaskar
- Neurovascular Imaging Laboratory Clinical Sciences Stream Ingham Institute for Applied Medical Research Sydney Australia
- NSW Brain Clot Bank NSW Health Pathology Sydney Australia
- Department of Neurology and Neurophysiology Liverpool Hospital and South Western Sydney Local Health District Sydney Australia
| |
Collapse
|
14
|
Shen GC, Chu Y, Ma G, Xu XQ, Lu SS, Shi HB, Wu FY. Use of ABC/2 method for rapidly estimating the target mismatch on computed tomography perfusion imaging in patients with acute ischemic stroke. Acta Radiol 2021; 64:320-327. [PMID: 34970928 DOI: 10.1177/02841851211069778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Target mismatch (ischemic core, mismatch volume and mismatch ratio) in patients with acute ischemic stroke (AIS) highly relies on the automated perfusion analysis software. PURPOSE To evaluate the feasibility and accuracy of using the ABC/2 method to rapidly estimate the target mismatch on computed tomography perfusion (CTP) imaging in patients with AIS, using RAPID results as a reference. MATERIAL AND METHODS In total, 243 patients with anterior circulation AIS who underwent CTP imaging were retrospectively reviewed. Target mismatch associated perfusion parameters were derived from RAPID results and calculated using the ABC/2 method. Paired t-test was used to assess the difference of volumetric parameters between the two methods. The ability of using the ABC/2 method to predict the important cutoff volumetric metrics was also evaluated. RESULT There was no significant difference in the volumes of ischemic core (P = 0.068), ischemic area (P = 0.209), and mismatch volume (P = 0.518) between ABC/2 and RAPID. Using RAPID results as reference, the ABC/2 method showed high accuracy for predicting perfusion parameters (70 mL and 90 mL: sensitivity=98.5% and 98.5%, specificity=100% and 100%, positive predictive value [PPV]=100% and 100%, negative predictive value [NPV]=93.8% and 92.9%; 10 mL and 15mL: sensitivity=99.6% and 99.5%, specificity=55.6% and 50.0%, PPV=96.6% and 94.8%, NPV=90.9% and 92.3%; 1.2 and 1.8: sensitivity=99.6% and 94.8%, specificity=75.0% and 96.9%, PPV=98.7% and 99.5%, NPV=90.0% and 73.8%). CONCLUSION The ABC/2 method may be a feasible alternative to RAPID for estimation of target mismatch parameters on CTP in patients with AIS.
Collapse
Affiliation(s)
- Guang-Chen Shen
- Department of Radiology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Yue Chu
- Department of Radiology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Gao Ma
- Department of Radiology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Xiao-Quan Xu
- Department of Radiology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Shan-Shan Lu
- Department of Radiology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Hai-Bin Shi
- Department of Interventional Radiology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Fei-Yun Wu
- Department of Radiology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| |
Collapse
|
15
|
Sinha A, Stanwell P, Beran RG, Calic Z, Killingsworth MC, Bhaskar SMM. Stroke Aetiology and Collateral Status in Acute Ischemic Stroke Patients Receiving Reperfusion Therapy-A Meta-Analysis. Neurol Int 2021; 13:608-621. [PMID: 34842774 PMCID: PMC8628951 DOI: 10.3390/neurolint13040060] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The interplay between collateral status and stroke aetiology may be crucial in the evaluation and management of acute ischemic stroke (AIS). Our understanding of this relationship and its level of association remains sub-optimal. This study sought to examine the association of pre-intervention collateral status with stroke aetiology, specifically large artery atherosclerosis (LAA) and cardio-embolism (CE), in AIS patients receiving reperfusion therapy, by performing a meta-analysis. METHODS Relevant search terms were explored on Medline/PubMed, Embase and Cochrane databases. Studies were included using the following inclusion criteria: (a) patients aged 18 or above; (b) AIS patients; (c) patients receiving reperfusion therapy; (d) total cohort size of >20, and (e) qualitative or quantitative assessment of pre-intervention collateral status on imaging using a grading scale. Random-effects meta-analysis was performed to investigate the association of aetiology with pre-intervention collateral status, and forest plots of risk ratio (RR) were generated. RESULTS A meta-analysis was conducted on seven studies, with a cumulative cohort of 1235 patients, to assess the association of pre-intervention collateral status with stroke aetiology. Patients with LAA were associated significantly with an increased rate of good collaterals (RR 1.24; 95% CI 1.04-1.50; p = 0.020, z = 2.33). Contrarily, CE aetiology was associated significantly with a decreased rate of good collaterals (RR 0.83; 95% CI 0.71-0.98; p = 0.027, z = -2.213). CONCLUSIONS This study demonstrates that, in AIS patients receiving reperfusion therapy, LAA and CE aetiologies are associated significantly with collateral status.
Collapse
Affiliation(s)
- Akansha Sinha
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia; (A.S.); (R.G.B.); (Z.C.); (M.C.K.)
- South-Western Sydney Clinical School, University of New South Wales (UNSW), Sydney, NSW 2170, Australia
| | - Peter Stanwell
- School of Health Sciences, University of Newcastle, Callaghan, Newcastle, NSW 2308, Australia;
| | - Roy G. Beran
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia; (A.S.); (R.G.B.); (Z.C.); (M.C.K.)
- South-Western Sydney Clinical School, University of New South Wales (UNSW), Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- Department of Neurology and Neurophysiology, Liverpool Hospital and South-Western Sydney Local Health District, Sydney, NSW 2170, Australia
- Medical School, Griffith University, Gold Coast, QLD 4222, Australia
- Faculty of Sociology, Sechenov Moscow First State University, 119991 Moscow, Russia
| | - Zeljka Calic
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia; (A.S.); (R.G.B.); (Z.C.); (M.C.K.)
- South-Western Sydney Clinical School, University of New South Wales (UNSW), Sydney, NSW 2170, Australia
- Department of Neurology and Neurophysiology, Liverpool Hospital and South-Western Sydney Local Health District, Sydney, NSW 2170, Australia
| | - Murray C. Killingsworth
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia; (A.S.); (R.G.B.); (Z.C.); (M.C.K.)
- South-Western Sydney Clinical School, University of New South Wales (UNSW), Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- Correlative Microscopy Facility, Department of Anatomical Pathology, NSW Health Pathology, Liverpool, NSW 2170, Australia
| | - Sonu M. M. Bhaskar
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia; (A.S.); (R.G.B.); (Z.C.); (M.C.K.)
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- Department of Neurology and Neurophysiology, Liverpool Hospital and South-Western Sydney Local Health District, Sydney, NSW 2170, Australia
- Correspondence: ; Tel.: +61-(02)-873-89179
| |
Collapse
|
16
|
Katyal A, Calic Z, Killingsworth M, Bhaskar SMM. Diagnostic and prognostic utility of computed tomography perfusion imaging in posterior circulation acute ischemic stroke: A systematic review and meta-analysis. Eur J Neurol 2021; 28:2657-2668. [PMID: 34021664 DOI: 10.1111/ene.14934] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/10/2021] [Accepted: 05/14/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Computed tomography perfusion (CTP) imaging could be useful in the diagnosis of posterior circulation stroke (PCS) and in identifying patients who are likely to experience favorable outcomes following reperfusion therapy. The current study sought to investigate the diagnostic and prognostic capability of CTP in acute ischemic PCS by performing a systematic review and meta-analysis. METHODS Medline/PubMed and the Cochrane Library were searched using the terms: "posterior circulation", "CT perfusion", "acute stroke", and "reperfusion therapy". The following studies were included: (1) patients aged 18 years or above; (2) patients diagnosed with PCS; and (3) studies with good methodological design. Pooled sensitivity (SENS), specificity (SPEC), and area under the curve (AUC), computed using the summary receiver operating characteristic (SROC) curves, were used to determine diagnostic/prognostic capability. RESULTS Out of 14 studies included, a meta-analysis investigating diagnostic accuracy of CTP was performed on nine studies. Meta-analysis demonstrated comparable diagnostic accuracy of CTP to non-contrast computed tomography (NCCT) (AUCCTP : 0.90 [95% CI 0.87-0.92] vs. AUCNCCT : 0.96 [95% CI 0.94-0.97]); however, with higher pooled sensitivity (SENSCTP : 72% [95% CI 57%-83%] vs. SENSNCCT : 25% [95% CI 17%-35%]) and lower specificity (SPECCTP : 90% [95% CI 83%-94%] vs. SPECNCCT : 96% [95% CI 95%-98%]) than NCCT. Meta-analysis to determine prognostic capability of CTP could not be performed. CONCLUSIONS CTP has limited diagnostic utility in acute ischemic PCS, albeit with superior diagnostic sensitivity and inferior diagnostic specificity to NCCT. Further prospective trials are required to validate the prognostic capability of CTP-derived parameters in PCS.
Collapse
Affiliation(s)
- Anubhav Katyal
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.,South Western Sydney Clinical School, UNSW Medicine, University of New South Wales (UNSW), Sydney, NSW, Australia
| | - Zeljka Calic
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.,South Western Sydney Clinical School, UNSW Medicine, University of New South Wales (UNSW), Sydney, NSW, Australia.,Department of Neurology & Neurophysiology, Liverpool Hospital & South Western Sydney Local Health District, Sydney, NSW, Australia.,Stroke & Neurology Research Group, Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
| | - Murray Killingsworth
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.,South Western Sydney Clinical School, UNSW Medicine, University of New South Wales (UNSW), Sydney, NSW, Australia.,NSW Brain Clot Bank, NSW Health Pathology and NSW Health Statewide Biobank, Sydney, NSW, Australia.,Correlative Microscopy Facility, Ingham Institute for Applied Medical Research and Department of Anatomical Pathology, NSW Health Pathology and Liverpool Hospital, Liverpool, NSW, Australia
| | - Sonu Menachem Maimonides Bhaskar
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.,Department of Neurology & Neurophysiology, Liverpool Hospital & South Western Sydney Local Health District, Sydney, NSW, Australia.,Stroke & Neurology Research Group, Ingham Institute for Applied Medical Research, Sydney, NSW, Australia.,NSW Brain Clot Bank, NSW Health Pathology and NSW Health Statewide Biobank, Sydney, NSW, Australia
| |
Collapse
|
17
|
Hou J, Sun Y, Duan Y, Zhang L, Xing D, Lee X, Yang B. Hyperdense middle cerebral artery sign in large cerebral infarction. Brain Behav 2021; 11:e02116. [PMID: 33764692 PMCID: PMC8119806 DOI: 10.1002/brb3.2116] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 02/23/2021] [Accepted: 03/03/2021] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVES To evaluate if the hyperdense middle cerebral artery sign (HMCAS) is an imaging biomarker for hemorrhagic transformation (HT) and the functional outcome of patients with large cerebral infarctions without thrombolytic therapy. MATERIALS AND METHODS The clinical and imaging data of 312 patients with large cerebral infarction without thrombolytic therapy were retrospectively analyzed. They were divided into patients who presented with HMCAS (n = 121) and those who did not (non-HMCAS[n = 168] patients), and the clinical data of the 2 groups were compared. This was a retrospective study. RESULTS Of the 289 patients, 83(28.7%) developed HT. The incidence of atrial fibrillation, high homocysteine and admission NIHSS score at the time of admission was significantly higher in the HMCAS patients than in non-HMCAS patients (p < .05). The ASPECTS was significantly lower in HMCAS patients (t = -5.835, p < .001). The incidence of PH-2 and 3-month mRS score was also statistically significant higher in HMCAS patients (χ2 = 3.971, p = .046; χ2 = 5.653, p < .001, respectively). A sub-analysis showed HMCAS patients with HT were significantly older than non-HMCAS patients with HT (t = 2.473, p = .015). The incidence of atrial fibrillation and the 3-month mortality rate were higher in HMCAS patients with HT than in non-HMCAS patients with HT (χ2 = 3.944, p = .047; χ2 = 6.043, p = .014, respectively). Multiple logistic regression analysis showed HT was independently associated with HMCAS (adjusted OR/95% CI/p = 2.762/1.571-4.854/p < .001) and admission NIHSS score (adjusted OR/95% CI/p = 1.081/1.026-1.139/0.003). And HMCAS with HT was independently associated with length of HMCAS (adjusted OR/95% CI/p = 1.216/1.076-1.374/0.002). CONCLUSIONS HMCAS in patients with a large cerebral infarction without thrombolytic therapy is an independent biomarker of HT. Length of HMCAS is also a marker of HT with lower ASPECTS in HMCAS patients.
Collapse
Affiliation(s)
- Jie Hou
- Department of Radiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Yu Sun
- Department of Radiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Yang Duan
- Department of Radiology, Center for Neuroimaging, General Hospital of Northern Theater Command, Shenyang, China
| | - Libo Zhang
- Department of Radiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Dengxiang Xing
- Department of Medicine Data, General Hospital of Northern Theater Command, Shenyang, China
| | - Xiaoqiu Lee
- Department of Neurology, General Hospital of Northern Theater Command, Shenyang, China
| | - Benqiang Yang
- Department of Radiology, General Hospital of Northern Theater Command, Shenyang, China
| |
Collapse
|