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Voigt S, Rasing I, van der Plas MC, Khidir SJH, Koemans EA, Kaushik K, van Etten ES, Schoones JW, van Zwet EW, Wermer MJH. The Impact of Vascular Risk Factors on Cerebral Amyloid Angiopathy: A Cohort Study in Hereditary Cerebral Amyloid Angiopathy and a Systemic Review in Sporadic Cerebral Amyloid Angiopathy. Cerebrovasc Dis 2024:1-15. [PMID: 39557031 DOI: 10.1159/000542666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 11/04/2024] [Indexed: 11/20/2024] Open
Abstract
INTRODUCTION Cerebral amyloid angiopathy (CAA) has a remarkably variable disease course, even in monogenetic hereditary forms. Our aim was to investigate the prevalence of vascular risk factors and their effect on disease onset and course in Dutch-type hereditary (D-)CAA and sporadic CAA. METHODS We performed a cohort study in D-CAA to investigate the association between vascular risk factors (hypertension, hypercholesterolemia, smoking, and alcohol use) and age of intracerebral hemorrhage (ICH) onset and time of ICH recurrence with survival analyses. In addition, we performed a systematic review to assess the prevalence of vascular risk factors and their effect on clinical outcome in sporadic CAA. We searched PubMed, Embase, Web of Science, and Cochrane Library from 1987 to 2022 and included cohorts with ≥10 patients. We created forest plots, calculated pooled estimates, and reported variability (heterogeneity plus sampling variability) and risk of bias. RESULTS We included 70 participants with D-CAA (47% women, mean age 53 years). Sixteen (23%) had hypertension, 15 (21%) had hypercholesterolemia, 45 (64%) were smokers, and 61 (87%) used alcohol. We found no clear effect of vascular risk factors on age of first ICH (log-rank test hypertension: p = 0.35, hypercholesterolemia: p = 0.41, smoking: p = 0.61, and alcohol use: p = 0.55) or time until ICH recurrence (log-rank test hypertension: p = 0.71, hypercholesterolemia: p = 0.20, and smoking: p = 0.71). We identified 25 out of 1,234 screened papers that assessed the prevalence of risk factors in CAA and 6 that reported clinical outcomes. The pooled prevalence estimates of hypertension was 62% (95% CI: 55-69%), diabetes was 17% (95% CI: 14-20%), dyslipidemia was 32% (95% CI: 23-41%), and tobacco use was 27% (95% CI: 18-36%). One study reported study diabetes and hypertension to be associated with a lower risk of recurrent ICH, whereas another study reported hypertension to be associated with an increased risk. All other studies showed no association between vascular risk factors and clinical outcome. High-quality studies focusing on vascular risk factors were lacking. CONCLUSION In patients with D-CAA and sporadic CAA, the prevalence of vascular risk factors is high. Although this suggests an opportunity for prevention, there is no clear association between these risk factors and CAA-related ICH onset and recurrence.
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Affiliation(s)
- Sabine Voigt
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Ingeborg Rasing
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Sarah J H Khidir
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Emma A Koemans
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Kanishk Kaushik
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Ellis S van Etten
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jan W Schoones
- Directorate of Research Policy, Leiden University Medical Center, Leiden, The Netherlands
| | - Erik W van Zwet
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Marieke J H Wermer
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurology, University Medical Center Groningen, Groningen, The Netherlands
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Zhang YZ, Zhang CY, Tian YN, Xiang Y, Wei JH. Cerebral arterial blood flow, attention, and executive and cognitive functions in depressed patients after acute hypertensive cerebral hemorrhage. World J Clin Cases 2024; 12:3815-3823. [PMID: 38994304 PMCID: PMC11235463 DOI: 10.12998/wjcc.v12.i19.3815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/10/2024] [Accepted: 05/24/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND Intracerebral hemorrhage mainly occurs in middle-aged and elderly patients with hypertension, and surgery is currently the main treatment for hypertensive cerebral hemorrhage, but the bleeding caused by surgery will cause damage to the patient's nerve cells, resulting in cognitive and motor dysfunction, resulting in a decline in the patient's quality of life. AIM To investigate associations between cerebral arterial blood flow and executive and cognitive functions in depressed patients after acute hypertensive cerebral hemorrhage. METHODS Eighty-nine patients with depression after acute hypertensive cerebral hemorrhage who were admitted to our hospital between January 2019 and July 2021 were selected as the observation group, while 100 patients without depression who had acute hypertensive cerebral hemorrhage were selected as the control group. The attention span of the patients was assessed using the Paddle Pin Test while executive function was assessed using the Wisconsin Card Sorting Test (WCST) and cognitive function was assessed using the Montreal Cognitive Assessment Scale (MoCA). The Hamilton Depression Rating Scale (HAMD-24) was used to evaluate the severity of depression of involved patients. Cerebral arterial blood flow was measured in both groups. RESULTS The MoCA score, net scores I, II, III, IV, and the total net score of the scratch test in the observation group were significantly lower than those in the control group (P < 0.05). Concurrently, the total number of responses, number of incorrect responses, number of persistent errors, and number of completed responses of the first classification in the WCST test were significantly higher in the observation group than those in the control group (P < 0.05). Blood flow in the basilar artery, left middle cerebral artery, right middle cerebral artery, left anterior cerebral artery, and right anterior cerebral artery was significantly lower in the observation group than in the control group (P < 0.05). The basilar artery, left middle cerebral artery, right middle cerebral artery, left anterior cerebral artery, and right anterior cerebral artery were positively correlated with the net and total net scores of each part of the Paddle Pin test and the MoCA score (P < 0.05), and negatively correlated with each part of the WCST test (P < 0.05). In the observation group, the post-treatment improvement was more prominent in the Paddle Pin test, WCST test, HAMD-24 score, and MoCA score compared with those in the pre-treatment period (P < 0.05). Blood flow in the basilar artery, left middle cerebral artery, right middle cerebral artery, left anterior cerebral artery, and right anterior cerebral artery significantly improved in the observation group after treatment (P < 0.05). CONCLUSION Impaired attention, and executive and cognitive functions are correlated with cerebral artery blood flow in patients with depression after acute hypertensive cerebral hemorrhage and warrant further study.
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Affiliation(s)
- Ya-Zhao Zhang
- Department of Neurosurgery, Hengshui People's Hospital, Hengshui 053000, Hebei Province, China
| | - Cong-Yi Zhang
- Department of Ultrasound, Second People's Hospital of Hengshui City, Hengshui 053000, Hebei Province, China
| | - Ya-Nan Tian
- Department of Neurology, Hengshui People's Hospital, Hengshui 053000, Hebei Province, China
| | - Yi Xiang
- Department of Neurosurgery, Hengshui People's Hospital, Hengshui 053000, Hebei Province, China
| | - Jian-Hui Wei
- Department of Neurosurgery, Hengshui People's Hospital, Hengshui 053000, Hebei Province, China
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Boe NJ, Hald SM, Kristensen AR, Möller S, Bojsen JA, Elhakim MT, Rodrigues MA, Al-Shahi Salman R, Hallas J, García Rodríguez LA, Selim M, Goldstein LB, Gaist D. Association of Antithrombotic Drug Use With Incident Intracerebral Hemorrhage Location. Neurology 2024; 102:e209442. [PMID: 38771998 PMCID: PMC11226324 DOI: 10.1212/wnl.0000000000209442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 03/01/2024] [Indexed: 05/23/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Few population-based studies have assessed associations between the use of antithrombotic (platelet antiaggregant or anticoagulant) drugs and location-specific risks of spontaneous intracerebral hemorrhage (s-ICH). In this study, we estimated associations between antithrombotic drug use and the risk of lobar vs nonlobar incident s-ICH. METHODS Using Danish nationwide registries, we identified cases in the Southern Denmark Region of first-ever s-ICH in patients aged 50 years or older between 2009 and 2018. Each verified case was classified as lobar or nonlobar s-ICH and matched to controls in the general population by age, sex, and calendar year. Prior antithrombotic use was ascertained from a nationwide prescription registry. We calculated odds ratios (aORs) for associations between the use of clopidogrel, aspirin, direct oral anticoagulants (DOACs) or vitamin K antagonists (VKA), and lobar and nonlobar ICH in conditional logistic regression analyses that were adjusted for potential confounders. RESULTS A total of 1,040 cases of lobar (47.9% men, mean age [SD] 75.2 [10.7] years) and 1,263 cases of nonlobar s-ICH (54.2% men, mean age 73.6 [11.4] years) were matched to 41,651 and 50,574 controls, respectively. A stronger association with lobar s-ICH was found for clopidogrel (cases: 7.6%, controls: 3.5%; aOR 3.46 [95% CI 2.45-4.89]) vs aspirin (cases: 22.9%, controls: 20.4%; aOR 2.14 [1.74-2.63; p = 0.019). Corresponding estimates for nonlobar s-ICH were not different between clopidogrel (cases: 5.4%, controls: 3.4%; aOR 2.44 [1.71-3.49]) and aspirin (cases: 20.7%, controls: 19.2%; aOR 1.77 [1.47-2.15]; p = 0.12). VKA use was associated with higher odds of both lobar (cases: 14.3%, controls: 6.1%; aOR 3.66 [2.78-4.80]) and nonlobar (cases: 15.4%, controls: 5.5%; aOR 4.62 [3.67-5.82]) s-ICH. The association of DOAC use with lobar s-ICH (cases: 3.5%, controls: 2.7%; aOR 1.66 [1.02-2.70]) was weaker than that of VKA use (p = 0.006). Corresponding estimates for nonlobar s-ICH were not different between DOACs (cases: 5.1%, controls: 2.4%; aOR 3.44 [2.33-5.08]) and VKAs (p = 0.20). DISCUSSION Antithrombotics were associated with higher risks of s-ICH, but the strength of the associations varied by s-ICH location and drug, which may reflect differences in the cerebral microangiopathies associated with lobar vs nonlobar hemorrhages and the mechanisms of drug action.
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Affiliation(s)
- Nils Jensen Boe
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Stine Munk Hald
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Alexandra Redzkina Kristensen
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Sören Möller
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Jonas A Bojsen
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Mohammad Talal Elhakim
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Mark A Rodrigues
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Rustam Al-Shahi Salman
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Jesper Hallas
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Luis A García Rodríguez
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Magdy Selim
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - Larry B Goldstein
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
| | - David Gaist
- From the Neurology Research Unit (N.J.B., S.M.H., A.R.K., D.G.), Odense University Hospital; University of Southern Denmark; Open Patient Data Explorative Network (S.M.), Odense University Hospital; Department Clinical Research (S.M.), University of Southern Denmark; Department of Radiology (J.A.B., M.T.E.), Odense University Hospital, Denmark; Centre for Clinical Brain Sciences (M.A.R., R.A.-S.S.), University of Edinburgh, United Kingdom; Department of Clinical Pharmacology, Pharmacy and Environmental Medicine (J.H.), University of Southern Denmark, Odense; Centro Español Investigación Farmacoepidemiológica (L.A.G.R.), Madrid, Spain; Beth Israel Deaconess Medical Center (M.S.), Harvard Medical School, Boston, MA; and Department of Neurology and Kentucky Neuroscience Institute (L.B.G.), University of Kentucky, Lexington
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Ayoub M, Liao Z, Hussain S, Li L, Zhang CWJ, Wong KKL. End to end vision transformer architecture for brain stroke assessment based on multi-slice classification and localization using computed tomography. Comput Med Imaging Graph 2023; 109:102294. [PMID: 37713999 DOI: 10.1016/j.compmedimag.2023.102294] [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: 06/14/2023] [Revised: 08/30/2023] [Accepted: 08/30/2023] [Indexed: 09/17/2023]
Abstract
BACKGROUND Brain stroke is a leading cause of disability and death worldwide, and early diagnosis and treatment are critical to improving patient outcomes. Current stroke diagnosis methods are subjective and prone to errors, as radiologists rely on manual selection of the most important CT slice. This highlights the need for more accurate and reliable automated brain stroke diagnosis and localization methods to improve patient outcomes. PURPOSE In this study, we aimed to enhance the vision transformer architecture for the multi-slice classification of CT scans of each patient into three categories, including Normal, Infarction, Hemorrhage, and patient-wise stroke localization, based on end-to-end vision transformer architecture. This framework can provide an automated, objective, and consistent approach to stroke diagnosis and localization, enabling personalized treatment plans based on the location and extent of the stroke. METHODS We modified the Vision Transformer (ViT) in combination with neural network layers for the multi-slice classification of brain CT scans of each patient into normal, infarction, and hemorrhage classes. For stroke localization, we used the ViT architecture and convolutional neural network layers to detect stroke and localize it by bounding boxes for infarction and hemorrhage regions in a patient-wise manner based on multi slices. RESULTS Our proposed framework achieved an overall accuracy of 87.51% in classifying brain CT scan slices and showed high precision in localizing the stroke patient-wise. Our results demonstrate the potential of our method for accurate and reliable stroke diagnosis and localization. CONCLUSION Our study enhanced ViT architecture for automated stroke diagnosis and localization using brain CT scans, which could have significant implications for stroke management and treatment. The use of deep learning algorithms can provide a more objective and consistent approach to stroke diagnosis and potentially enable personalized treatment plans based on the location and extent of the stroke. Further studies are needed to validate our method on larger and more diverse datasets and to explore its clinical utility in real-world settings.
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Affiliation(s)
- Muhammad Ayoub
- School of Computer Science and Engineering, Central South University, Changsha 410017, Hunan, China
| | - Zhifang Liao
- School of Computer Science and Engineering, Central South University, Changsha 410017, Hunan, China
| | - Shabir Hussain
- Department of Computer Science, National College of Business Administration and Economics, Lahore, Punjab, 05499, Pakistan
| | - Lifeng Li
- Department of Radiology, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha 410017, China
| | - Chris W J Zhang
- Department of Mechanical Engineering, College of Engineering, University of Saskatchewan, S7N 5A9 Saskatoon, SK, Canada
| | - Kelvin K L Wong
- Department of Mechanical Engineering, College of Engineering, University of Saskatchewan, S7N 5A9 Saskatoon, SK, Canada.
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Lucà F, Colivicchi F, Oliva F, Abrignani M, Caretta G, Di Fusco SA, Giubilato S, Cornara S, Di Nora C, Pozzi A, Di Matteo I, Pilleri A, Rao CM, Parlavecchio A, Ceravolo R, Benedetto FA, Rossini R, Calvanese R, Gelsomino S, Riccio C, Gulizia MM. Management of oral anticoagulant therapy after intracranial hemorrhage in patients with atrial fibrillation. Front Cardiovasc Med 2023; 10:1061618. [PMID: 37304967 PMCID: PMC10249073 DOI: 10.3389/fcvm.2023.1061618] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 04/14/2023] [Indexed: 06/13/2023] Open
Abstract
Intracranial hemorrhage (ICH) is considered a potentially severe complication of oral anticoagulants (OACs) and antiplatelet therapy (APT). Patients with atrial fibrillation (AF) who survived ICH present both an increased ischemic and bleeding risk. Due to its lethality, initiating or reinitiating OACs in ICH survivors with AF is challenging. Since ICH recurrence may be life-threatening, patients who experience an ICH are often not treated with OACs, and thus remain at a higher risk of thromboembolic events. It is worthy of mention that subjects with a recent ICH and AF have been scarcely enrolled in randomized controlled trials (RCTs) on ischemic stroke risk management in AF. Nevertheless, in observational studies, stroke incidence and mortality of patients with AF who survived ICH had been shown to be significantly reduced among those treated with OACs. However, the risk of hemorrhagic events, including recurrent ICH, was not necessarily increased, especially in patients with post-traumatic ICH. The optimal timing of anticoagulation initiation or restarting after an ICH in AF patients is also largely debated. Finally, the left atrial appendage occlusion option should be evaluated in AF patients with a very high risk of recurrent ICH. Overall, an interdisciplinary unit consisting of cardiologists, neurologists, neuroradiologists, neurosurgeons, patients, and their families should be involved in management decisions. According to available evidence, this review outlines the most appropriate anticoagulation strategies after an ICH that should be adopted to treat this neglected subset of patients.
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Affiliation(s)
- Fabiana Lucà
- Cardiology Department, Grande Ospedale Metropolitano di Reggio Calabria, GOM, Azienda Ospedaliera Bianchi Melacrino Morelli, Italy
| | - Furio Colivicchi
- Cardiology Division, San Filippo Neri Hospital, ASL Roma 1, Roma, Italy
| | - Fabrizio Oliva
- De Gasperis Cardio Center, ASST Niguarda Hospital, Milano, Italy
| | | | - Giorgio Caretta
- Cardiology Unit, Sant'Andrea Hospital, ASL 5 Liguria, La Spezia, Italy
| | | | | | - Stefano Cornara
- Cardiology Division San Paolo Hospital, ASL 2, Savona, Italy
| | | | - Andrea Pozzi
- Cardiology Division, Maria della Misericordia di Udine, Italy
| | - Irene Di Matteo
- De Gasperis Cardio Center, ASST Niguarda Hospital, Milano, Italy
| | - Anna Pilleri
- Cardiology Division, Brotzu Hospital, Cagliari, Italy
| | - Carmelo Massimiliano Rao
- Cardiology Department, Grande Ospedale Metropolitano di Reggio Calabria, GOM, Azienda Ospedaliera Bianchi Melacrino Morelli, Italy
| | - Antonio Parlavecchio
- Cardiology Department, Grande Ospedale Metropolitano di Reggio Calabria, GOM, Azienda Ospedaliera Bianchi Melacrino Morelli, Italy
| | - Roberto Ceravolo
- Cardiology Division, Giovanni Paolo II Hospital, Lamezia Terme, Italy
| | - Francesco Antonio Benedetto
- Cardiology Department, Grande Ospedale Metropolitano di Reggio Calabria, GOM, Azienda Ospedaliera Bianchi Melacrino Morelli, Italy
| | | | | | - Sandro Gelsomino
- Cardiothoracic Department, Maastricht University, Maastricht, The Netherlands
| | - Carmine Riccio
- Cardiovascular Department, A.O.R.N. Sant'Anna e San Sebastiano, Caserta, Italy
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Grangeon L, Roussel M, Gillibert A, Verdalle-Cazes M, Dolores M, Ozkul-Wermester O, Gilard V, Derrey S, Maltête D, Gerardin E, Joly LM, Wallon D, Magne N. Applicability of the Edinburgh CT Criteria for Lobar Intracerebral Hemorrhage Associated with Cerebral Amyloid Angiopathy. Clin Neuroradiol 2023; 33:455-465. [PMID: 36598532 DOI: 10.1007/s00062-022-01230-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 10/11/2022] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Based on histopathology, Edinburgh diagnostic criteria were proposed to consider a nontraumatic intracerebral lobar hemorrhage (ICH) as related to cerebral amyloid angiopathy (CAA) using the initial computed tomography (CT) scan and the APOE genetic status. We aimed to externally validate the Edinburgh prediction model, excluding the APOE genotyping and based on the modified Boston criteria on the MRI for CAA diagnosis METHODS: We included patients admitted for spontaneous lobar ICH in the emergency department between 2016 and 2019 who underwent noncontrast CT scan and MRI. According to the MRI, patients were classified into the CAA group or into the non-CAA group in the case of other causes of ICH. Two neuroradiologists, blinded to the final retained diagnosis, rated each radiological feature on initial CT scan described in the Edinburgh study on initial CT scan RESULTS: A total of 102 patients were included, of whom 36 were classified in the CAA group, 46 in the non-CAA causes group and 20 of undetermined cause (excluded from the primary analysis). The Edinburgh prediction model, including finger-like projections and subarachnoid extension showed an area under receiver operating characteristic curves (AUC) of 0.760 (95% confidence interval, CI: 0.660-0.859) for the diagnosis of CAA. The AUC reached 0.808 (95% CI: 0.714-0.901) in a new prediction model integrating a third radiologic variable: the ICH cortical involvement. CONCLUSION Using the Boston MRI criteria as a final assessment, we provided a new external confirmation of the radiological Edinburgh CT criteria, which are directly applicable in acute settings of spontaneous lobar ICH and further proposed an original 3‑set model considering finger-like projections, subarachnoid extension, and cortical involvement that may achieve a high discrimination performance.
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Affiliation(s)
- Lou Grangeon
- Department of Neurology, Rouen University Hospital, 76031, Rouen Cedex, France. .,UNIROUEN, Inserm U1245, Normandy Center for Genomic and Personalized Medicine, Normandie Univ, Rouen, France.
| | - Melanie Roussel
- Emergency Department, Rouen University Hospital, 76000, Rouen, France
| | - Andre Gillibert
- Department of Biostatistics, Rouen University Hospital, University of Rouen, 76000, Rouen, France
| | | | - Mickael Dolores
- Department of Radiology, Rouen University Hospital, 76000, Rouen, France
| | | | - Vianney Gilard
- Department of Neurosurgery, Rouen University Hospital, 76000, Rouen, France
| | - Stephane Derrey
- Department of Neurosurgery, Rouen University Hospital, 76000, Rouen, France
| | - David Maltête
- Department of Neurology, Rouen University Hospital, 76031, Rouen Cedex, France
| | - Emmanuel Gerardin
- Department of Radiology, Rouen University Hospital, 76000, Rouen, France
| | - Luc-Marie Joly
- Emergency Department, Rouen University Hospital, 76000, Rouen, France
| | - David Wallon
- Department of Neurology, Rouen University Hospital, 76031, Rouen Cedex, France.,UNIROUEN, Inserm U1245, Normandy Center for Genomic and Personalized Medicine, Normandie Univ, Rouen, France
| | - Nicolas Magne
- Department of Radiology, Rouen University Hospital, 76000, Rouen, France
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Reisz Z, Troakes C, Sztriha LK, Bodi I. Fatal thrombolysis-related intracerebral haemorrhage associated with amyloid-β-related angiitis in a middle-aged patient - case report and literature review. BMC Neurol 2022; 22:500. [PMID: 36564732 PMCID: PMC9783436 DOI: 10.1186/s12883-022-03029-x] [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: 02/21/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Amyloid-β-related angiitis (ABRA) is a rare complication of cerebral amyloid angiopathy, characterized by amyloid-β deposition in the leptomeningeal and cortical vessels with associated angiodestructive granulomatous inflammation. The clinical presentation is variable, including subacute cognitive decline, behavioural changes, headaches, seizures and focal neurological deficits, which may mimic other conditions. Here, we present a case with fatal thrombolysis-related haemorrhage associated with ABRA in a middle-aged patient. CASE PRESENTATION A 55-year-old man was admitted to hospital with sudden onset left-sided cheek, arm and hand sensory loss, blurred vision, and worsening headache, with a National Institutes of Health Stroke Scale (NIHSS) score of 3. An acute CT head scan showed no contraindications, and therefore the decision was made to give intravenous thrombolysis. Post-thrombolysis, he showed rapid deterioration with visual disturbances, headache and confusion, and a repeat CT head scan confirmed several areas of intracerebral haemorrhage. No benefit from surgical intervention was expected, and the patient died four days after the first presentation. Neuropathological examination found acute ischemic infarcts of three to five days duration in the basal ganglia, insular cortex and occipital lobe, correlating with the initial clinical symptoms. There were also extensive recent intracerebral haemorrhages most likely secondary to thrombolysis. Furthermore, the histological examination revealed severe cerebral amyloid angiopathy associated with granulomatous inflammatory reaction, consistent with ABRA. CONCLUSIONS Presentation of ABRA in a middle-aged patient highlighted the difficulties in recognition and management of this rare condition. There is emerging evidence that patients with CAA may have increased risk of fatal intracerebral haemorrhages following thrombolysis. This may be further increased by a coexisting CAA-related inflammatory vasculopathy which is potentially treatable with steroid therapy if early diagnosis is made.
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Affiliation(s)
- Zita Reisz
- grid.429705.d0000 0004 0489 4320Department of Clinical Neuropathology, King’s College Hospital NHS Foundation Trust, Denmark Hill, London, UK
| | - Claire Troakes
- grid.13097.3c0000 0001 2322 6764London Neurodegenerative Diseases Brain Bank, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Laszlo K. Sztriha
- grid.429705.d0000 0004 0489 4320Department of Neurology, King’s College Hospital NHS Foundation Trust, Denmark Hill, London, UK
| | - Istvan Bodi
- grid.429705.d0000 0004 0489 4320Department of Clinical Neuropathology, King’s College Hospital NHS Foundation Trust, Denmark Hill, London, UK ,grid.13097.3c0000 0001 2322 6764London Neurodegenerative Diseases Brain Bank, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
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8
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Bahrami M, Keyhanifard M, Afzali M. Spontaneous intracerebral hemorrhage, initial computed tomography (CT) scan findings, clinical manifestations and possible risk factors. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2022; 12:106-112. [PMID: 35874296 PMCID: PMC9301088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 06/12/2022] [Indexed: 06/15/2023]
Abstract
Intracerebral hemorrhage is one of the types of stroke in patients with risk factors. In this study, we aimed to evaluate the initial computed tomography (CT) scan findings, clinical manifestations and possible risk factors of patients with intracerebral hemorrhage. This is a cross-sectional study that was performed in 2015-2022 on 900 patients with definite diagnosis of intracerebral hemorrhage. Data of patients were evaluated for patient's age, gender, clinical manifestations, primary radiologic signs in CT scan and possible risks factors for stroke. Lobar hemorrhage was the most common site of involvement (324 patients, 36%) followed by lenticular (putamen) (294 patients, 32.7%) and thalamus (135 patients, 15%). Among patients, 543 patients (60.3%) had hypertension, 81 patients (9%) had histories of anticoagulant. Hemorrhages in putamen were significantly more common in patients with hypertension (P<0.001) and lobar hemorrhages were significantly more common in patients with the use of anticoagulant drugs (P=0.033). The most common presentation of hemorrhagic stroke was decreased consciousness level (428 patients, 47.5%) followed by headache (343 patients, 38.1%), coma (81 patients, 9%) and seizure (48 patients, 5.4%). Evaluation of the relationships between patient's main symptoms and sites of involvement showed that patients with decreased consciousness as their most common symptom had more frequently diagnosed with lobar hemorrhage (54%) and putamen hemorrhage (30.4%) (P<0.001). Hypertension was the most common past medical history that was significantly related to hemorrhage in basal nuclei. Hemorrhages in putamen were common in hypertensive patients and lobar hemorrhages were common in patients with anticoagulant use.
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Affiliation(s)
- Mahshid Bahrami
- Department of Radiology, Isfahan University of Medical SciencesIsfahan, Iran
| | - Majid Keyhanifard
- Iranian Board of Neurology, Tehran University of Medical SciencesTehran, Iran
- Kurdistan Board of NeurologyIraq
- Fellowship of Interventional Neuroradiology, Zurich UniversitySwitzerland
| | - Mahdieh Afzali
- Department of Neurology, School of Medicine, Yas Hospital, Tehran University of Medical SciencesTehran, Iran
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9
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Brainstem lesions: MRI review of standard morphological sequences. Acta Neurol Belg 2022; 122:597-613. [PMID: 35428930 DOI: 10.1007/s13760-022-01943-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 03/23/2022] [Indexed: 11/01/2022]
Abstract
MRI signal changes in the brainstem are observed in a multitude of disorders including vascular diseases, neoplastic lesions, degenerative diseases, inflammatory disorders, metabolic diseases, infections, and trauma. In some diseases, brainstem involvement is typical and sometimes isolated, while in other diseases, brainstem lesions are only observed occasionally in the presence of other typical extra-brainstem abnormalities. In this review, we will discuss the MRI characteristics of brainstem lesions observed in different disorders associated with frequent and less frequent brainstem involvement. Identification of the origin of the brainstem lesion depends on the exact localisation of the lesion(s) inside the brainstem, the presence and the characteristics of associated lesions seen outside the brainstem, the signal changes on different MRI sequences, the evolution over time of the radiological abnormalities, the history and clinical state of the patient, and other radiological and non-radiological examinations.
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10
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Educational Case: Cranial hemorrhage and traumatic brain injury. Acad Pathol 2022; 9:100028. [PMID: 35607600 PMCID: PMC9123211 DOI: 10.1016/j.acpath.2022.100028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 10/29/2021] [Accepted: 11/09/2021] [Indexed: 11/22/2022] Open
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Abstract
PURPOSE OF REVIEW Nontraumatic intracerebral hemorrhage (ICH) is the second most common type of stroke. This article summarizes the basic pathophysiology, classification, and management of ICH and discusses the available evidence on therapy for hematoma, hematoma expansion, and perihematomal edema. RECENT FINDINGS Current available data on potential therapeutic options for ICH are promising, although none of the trials have shown improvement in mortality rate. The literature available on reversal of anticoagulation and antiplatelet agents after an ICH and resumption of these medications is also increasing. SUMMARY ICH continues to have high morbidity and mortality. Advances in therapeutic options to target secondary brain injury from the hematoma, hematoma expansion, and perihematomal edema are increasing. Data on reversal therapy for anticoagulant-associated or antiplatelet-associated ICH and resumption of these medications are evolving.
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12
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Saito S, Tanaka M, Satoh-Asahara N, Carare RO, Ihara M. Taxifolin: A Potential Therapeutic Agent for Cerebral Amyloid Angiopathy. Front Pharmacol 2021; 12:643357. [PMID: 33643053 PMCID: PMC7907591 DOI: 10.3389/fphar.2021.643357] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 01/15/2021] [Indexed: 12/22/2022] Open
Abstract
Cerebral amyloid angiopathy (CAA) is characterized by the accumulation of β-amyloid (Aβ) in the walls of cerebral vessels, leading to complications such as intracerebral hemorrhage, convexity subarachnoid hemorrhage and cerebral microinfarcts. Patients with CAA-related intracerebral hemorrhage are more likely to develop dementia and strokes. Several pathological investigations have demonstrated that more than 90% of Alzheimer's disease patients have concomitant CAA, suggesting common pathogenic mechanisms. Potential causes of CAA include impaired Aβ clearance from the brain through the intramural periarterial drainage (IPAD) system. Conversely, CAA causes restriction of IPAD, limiting clearance. Early intervention in CAA could thus prevent Alzheimer's disease progression. Growing evidence has suggested Taxifolin (dihydroquercetin) could be used as an effective therapy for CAA. Taxifolin is a plant flavonoid, widely available as a health supplement product, which has been demonstrated to exhibit anti-oxidative and anti-inflammatory effects, and provide protection against advanced glycation end products and mitochondrial damage. It has also been shown to facilitate disassembly, prevent oligomer formation and increase clearance of Aβ in a mouse model of CAA. Disturbed cerebrovascular reactivity and spatial reference memory impairment in CAA are completely prevented by Taxifolin treatment. These results highlight the need for clinical trials on the efficacy and safety of Taxifolin in patients with CAA.
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Affiliation(s)
- Satoshi Saito
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Department of Neurology, National Cerebral and Cardiovascular Center, Suita, Japan
| | - Masashi Tanaka
- Department of Physical Therapy, Health Science University, Fujikawaguchiko, Japan.,Department of Endocrinology, Metabolism, and Hypertension Research, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, Kyoto, Japan
| | - Noriko Satoh-Asahara
- Department of Endocrinology, Metabolism, and Hypertension Research, Clinical Research Institute, National Hospital Organization Kyoto Medical Center, Kyoto, Japan
| | | | - Masafumi Ihara
- Department of Neurology, National Cerebral and Cardiovascular Center, Suita, Japan
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13
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Saito S, Ikeda Y, Ando D, Carare RO, Ishibashi-Ueda H, Ihara M. Cerebral Amyloid Angiopathy Presenting as Massive Subarachnoid Haemorrhage: A Case Study and Review of Literature. Front Aging Neurosci 2020; 12:538456. [PMID: 33240073 PMCID: PMC7683384 DOI: 10.3389/fnagi.2020.538456] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 09/25/2020] [Indexed: 11/21/2022] Open
Abstract
Cerebral amyloid angiopathy (CAA) is characterised by the progressive accumulation of β-amyloid (Aβ) in the walls of cerebral capillaries and arteries representing a major cause of haemorrhagic stroke including lobar intracerebral haemorrhage (ICH) and convexity subarachnoid haemorrhage (SAH). Haemorrhaging from CAA predominantly involves smaller arteries rather than arterial aneurysm. Restricted bleeding into the subarachnoid space in CAA results in asymptomatic or mild symptomatic SAH. Herein, we present an autopsied case of massive SAH related to CAA. An 89-year-old male with a history of mild Alzheimer’s disease (AD) and advanced pancreatic cancer with liver metastasis developed sudden onset of coma. Head CT illustrated ICH located in the right frontal lobe and right insula, as well as SAH bilaterally spreading from the basal cistern to the Sylvian fissure, with hydrocephalus and brain herniation. He died about 24 h after onset and the post-mortem examination showed no evidence of arterial aneurysm. The substantial accumulation of Aβ in the vessels around the haemorrhagic lesions led to the diagnosis of ICH related to CAA and secondary SAH, which may have been aggravated by old age and malignancy. This case suggests that CAA can cause severe SAH resembling aneurysmal origin and thus may be overlooked when complicated by atypical cerebral haemorrhage.
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Affiliation(s)
- Satoshi Saito
- Clinical Neurosciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom.,Department of Neurology, National Cerebral and Cardiovascular Center, Suita, Japan.,Department of Pediatric Dentistry, Graduate School of Dentistry, Osaka University, Suita, Japan.,Research Fellow of Japan Society for the Promotion of Science, Tokyo, Japan
| | - Yoshihiko Ikeda
- Department of Pathology, National Cerebral and Cardiovascular Center, Suita, Japan
| | - Daisuke Ando
- Department of Neurology, National Cerebral and Cardiovascular Center, Suita, Japan
| | - Roxana Octavia Carare
- Clinical Neurosciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | | | - Masafumi Ihara
- Department of Neurology, National Cerebral and Cardiovascular Center, Suita, Japan
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