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Zhao X, Yin L, Yu L, Jiang X, Tian N, Yin Z. Correlation study and clinical value analysis between cerebral microbleeds and white matter hyperintensity with high-field susceptibility-weighted imaging. Medicine (Baltimore) 2023; 102:e35003. [PMID: 37682129 PMCID: PMC10489355 DOI: 10.1097/md.0000000000035003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 08/08/2023] [Indexed: 09/09/2023] Open
Abstract
This study aimed to investigate the relationship between white matter hyperintensity (WMH) and cerebral microbleeds (CMBs) using susceptibility-weighted imaging (SWI) with high resolution. Additionally, it sought to analyze the clinical significance of SWI with high resolution and its potential to guide intravenous thrombolysis in stroke patients. In this retrospective analysis, we examined 96 patients with hypertension after acute stroke in our hospital using SWI. Demographic and medical data of these 96 patients were collected. Spearman correlation analysis was performed to investigate the relationship between CMBs and the grading of WMH. A significant positive correlation was observed between CMBs and the grade of WMH (R = 0.593, P < .05). The data also revealed a superior ROC area under the curve for the modified Fazekas grading of WMH, which was 0.814 (P < .05). There is a positive correlation between CMBs and the grading of leukoaraiosis in patients with acute stroke and hypertension. The higher the degree of WMH, the more severe the microvascular lesions, increasing the likelihood of intracranial hemorrhage. SWI can provide valuable guidance for administering intravenous thrombolysis in patients with acute stroke.
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Affiliation(s)
- Xiumin Zhao
- Department of Neurology, Shandong Provincial Third Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Liang Yin
- Department of Radiology, Shandong Provincial Third Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Lei Yu
- Department of Radiology, Shandong Provincial Third Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Xiangsen Jiang
- Department of Radiology, Shandong Provincial Third Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Ning Tian
- Department of Radiology, Shandong Provincial Third Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Zudong Yin
- Department of Radiology, Shandong Provincial Third Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
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Lin MP, Demirer M, Middlebrooks EH, Tawk RG, Erben YM, Mateti NR, Youssef H, Anisetti B, Elkhair AM, Gupta V, Erdal BS, Barrett KM, Brott TG, Meschia JF. Greater burden of white matter lesions and silent infarcts ipsilateral to carotid stenosis. J Stroke Cerebrovasc Dis 2023; 32:107287. [PMID: 37531723 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107287] [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: 05/05/2023] [Revised: 07/25/2023] [Accepted: 07/29/2023] [Indexed: 08/04/2023] Open
Abstract
OBJECTIVES Carotid stenosis may cause silent cerebrovascular disease (CVD) through atheroembolism and hypoperfusion. If so, revascularization may slow progression of silent CVD. We aimed to compare the presence and severity of silent CVD to the degree of carotid bifurcation stenosis by cerebral hemisphere. MATERIALS AND METHODS Patients age ≥40 years with carotid stenosis >50% by carotid ultrasound who underwent MRI brain from 2011-2015 at Mayo Clinic were included. Severity of carotid stenosis was classified by carotid duplex ultrasound as 50-69% (moderate), 70-99% (severe), or occluded. White matter lesion (WML) volume was quantified using an automated deep-learning algorithm applied to axial T2 FLAIR images. Differences in WML volume and prevalent silent infarcts were compared across hemispheres and severity of carotid stenosis. RESULTS Of the 183 patients, mean age was 71±10 years, and 39.3% were female. Moderate stenosis was present in 35.5%, severe stenosis in 46.5% and occlusion in 18.0%. Patients with carotid stenosis had greater WML volume ipsilateral to the side of carotid stenosis than the contralateral side (mean difference, 0.42±0.21cc, p=0.046). Higher degrees of stenosis were associated with greater hemispheric difference in WML volume (moderate vs. severe; 0.16±0.27cc vs 0.74±0.31cc, p=0.009). Prevalence of silent infarct was 23.5% and was greater on the side of carotid stenosis than the contralateral side (hemispheric difference 8.8%±3.2%, p=0.006). Higher degrees of stenosis were associated with higher burden of silent infarcts (moderate vs severe, 10.8% vs 31.8%; p=0.002). CONCLUSIONS WML and silent infarcts were greater on the side of severe carotid stenosis.
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Affiliation(s)
| | - Mutlu Demirer
- Department of Radiology, Mayo Clinic, Jacksonville, FL
| | | | - Rabih G Tawk
- Department of Neurosurgery, Mayo Clinic, Jacksonville, FL
| | - Young M Erben
- Department of Vascular Surgery, Mayo Clinic, Jacksonville, FL
| | | | | | | | | | - Vikash Gupta
- Department of Radiology, Mayo Clinic, Jacksonville, FL
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Huang KL, Chang TY, Wu YM, Chang YJ, Wu HC, Liu CH, Lee TH, Ho MY. Mediating roles of leukoaraiosis and infarcts in the effects of unilateral carotid artery stenosis on cognition. Front Aging Neurosci 2022; 14:972480. [PMID: 36248002 PMCID: PMC9559387 DOI: 10.3389/fnagi.2022.972480] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 08/26/2022] [Indexed: 11/13/2022] Open
Abstract
Background and objectivesLeukoaraiosis and infarcts are common in patients with carotid artery stenosis (CAS), and CAS severity, leukoaraiosis and infarcts all have been implicated in cognitive impairments. CAS severity was not only hypothesized to directly impede specific cognitive domains, but also transmit its effects indirectly to cognitive function through ipsilateral infarcts as well as periventricular leukoaraiosis (PVL) and deep white matter leukoaraiosis (DWML). We aimed to delineate the contributions of leukoaraiosis, infarcts and CAS to different specific cognitive domains.Materials and methodsOne hundred and sixty one participants with unilateral CAS (>50%) on the left (n = 85) or right (n = 76) side and 65 volunteers without significant CAS (<50%) were recruited. The PVL, DWML, and infarct severity were visually rated on MRI. A comprehensive cognitive battery was administered and standardized based on age norms. Correlation and mediation analyses were adopted to examine the direct and indirect influence of CAS, leukoaraiosis, and infarct on specific cognitive domains with adjustment for education, hypertension, diabetes mellitus, and hyperlipidemia.ResultsCarotid artery stenosis severity was associated with ipsilateral leukoaraiosis and infarct. Left CAS had direct effects on most cognitive domains, except for visual memory and constructional ability, and transmitted its indirect effects on all cognitive domains through ipsilateral PVL, and on constructional ability and psychomotor through infarcts. Right CAS only had negative direct effects on visual memory, psychomotor, design fluency and color processing speed, and transmitted its indirect effects on visual memory, word and color processing speed through ipsilateral infarcts. The trends of direct and indirect cognitive effects remained similar after covariate adjustment.ConclusionLeft and right CAS would predominantly lead to verbal and non-verbal cognitive impairment respectively, and such effects could be mediated through CAS-related leukoaraiosis and infarct. Given that cognition is subject to heterogeneous pathologies, the exact relationships between markers of large and small vessel diseases and their composite prognostic effects on cognition requires further investigation.
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Affiliation(s)
- Kuo-Lun Huang
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan
- College of Medicine, Chang Gung University, Taoyuan City, Taiwan
| | - Ting-Yu Chang
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan
- College of Medicine, Chang Gung University, Taoyuan City, Taiwan
| | - Yi-Ming Wu
- College of Medicine, Chang Gung University, Taoyuan City, Taiwan
- Department of Radiology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan
| | - Yeu-Jhy Chang
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan
- College of Medicine, Chang Gung University, Taoyuan City, Taiwan
| | - Hsiu-Chuan Wu
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan
- College of Medicine, Chang Gung University, Taoyuan City, Taiwan
| | - Chi-Hung Liu
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan
- College of Medicine, Chang Gung University, Taoyuan City, Taiwan
| | - Tsong-Hai Lee
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan
- College of Medicine, Chang Gung University, Taoyuan City, Taiwan
- Tsong-Hai Lee,
| | - Meng-Yang Ho
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan City, Taiwan
- College of Medicine, Chang Gung University, Taoyuan City, Taiwan
- Graduate Institute of Behavioral Sciences, Chang Gung University, Taoyuan City, Taiwan
- *Correspondence: Meng-Yang Ho,
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Qiu J, Ye H, Wu Q, Liang C, Wang J, Wang Y. Laterality of Posterior Cerebral Artery and White Matter Hyperintensities in Patients with Severe Internal Carotid Artery Stenosis. Neurol India 2022; 70:2015-2020. [PMID: 36352603 DOI: 10.4103/0028-3886.359258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
BACKGROUND Collateral status of the circle of Willis was associated with white matter hyperintensities (WMHs) in patients with internal carotid artery (ICA) stenosis, but few have investigated the effect of leptomeningeal anastomoses. OBJECTIVE The aim of this study was to observe the association between WMHs and the laterality of the posterior cerebral artery (PCA) that presents leptomeningeal anastomoses in patients with severe ICA stenosis. MATERIALS AND METHODS WMHs and ipsilateral PCA laterality were evaluated in patients with unilateral ICA stenosis ≥70% (including occlusion) and contralateral ICA stenosis <50% or no stenosis. Ipsilateral PCA laterality was compared between two groups of no/mild and severe score of global, deep and periventricular WMHs, respectively. RESULTS We included 115 patients with unilateral ICA stenosis ≥70%. There were 60 patients with no/mild and 55 with severe global WMHs. The patients with severe global WMHs were older (OR = 1.849, 95% CI: 1.058-3.229, P = 0.031) and had higher incidence of negative PCA laterality (OR = 3.301, 95% CI: 1.140-9.558, P = 0.028). The patients with severe deep WMHs were also older (OR = 2.031, 95% CI: 1.130-3.651, P = 0.018) and had higher incidence of negative PCA laterality (OR = 4.250, 95% CI: 1.501-12.032, P = 0.006). There was no significant difference between the patients with no/mild and severe periventricular WMHs in the incidence of negative PCA laterality. CONCLUSIONS The incidence of negative PCA laterality was higher in patients with severe global and deep WMHs, but not higher in patients with severe periventricular WMHs. The leptomeningeal anastomoses may affect the deep WMHs in patients with severe ICA stenosis.
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Affiliation(s)
- Jianting Qiu
- Cerebrovascular Disease Center, Department of Neurology, People's Hospital, China Medical University, Shenyang, P. R. of China
| | - Huirong Ye
- Cerebrovascular Disease Center, Department of Neurology, People's Hospital, China Medical University, Shenyang, P. R. of China
| | - Qing Wu
- Cerebrovascular Disease Center, Department of Neurology, People's Hospital, China Medical University, Shenyang, P. R. of China
| | - Caihong Liang
- Cerebrovascular Disease Center, Department of Neurology, People's Hospital, China Medical University, Shenyang, P. R. of China
| | - Jian Wang
- Cerebrovascular Disease Center, Department of Neurology, People's Hospital, China Medical University, Shenyang, P. R. of China
| | - Yujie Wang
- Cerebrovascular Disease Center, Department of Neurology, People's Hospital, China Medical University, Shenyang, P. R. of China
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Viticchi G, Falsetti L, Potente E, Bartolini M, Silvestrini M. Impact of carotid stenosis on cerebral hemodynamic failure and cognitive impairment progression: a narrative review. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1209. [PMID: 34430650 PMCID: PMC8350657 DOI: 10.21037/atm-20-7226] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 03/05/2021] [Indexed: 11/13/2022]
Abstract
Carotid atherosclerosis has a relevant impact on cerebral blood flow regulation. There is accruing evidence that hemodynamic impairment related to the presence of a significant carotid lumen narrowing may predispose to the development of cerebral dysfunctions, including a reduction in cognitive abilities. In the last years an increasing number of findings showed that carotid stenosis did contribute to cognitive impairment not only in relation to the occurrence of cerebral ischemic lesions, but also as an independent risk factor. The principal mechanisms involved are chronic hypoperfusion, microembolization and cerebrovascular reactivity impairment. Moreover, more recent studies showed alterations of regional functional connectivity. In this narrative review, we analyzed the relationships between carotid stenosis, cerebral hemodynamic derangement and cognitive impairment onset and progression, and underlined that cognitive impairment is the final result of the complex interaction between different elements, including also collateral circulation, cerebral hemodynamic status, brain connectivity and pro-inflammatory state. Further, therapeutic approaches, with a specific focus on vascular risk factors correction and on the effectiveness of surgical or endovascular interventions were discussed. We particularly focused our attention on the concept of “asymptomatic carotid stenosis”, and how could a cognitive impairment improve after an intervention, and how this could change the indications to surgical approach. Larger studies and randomized controlled trials are urgently required to better define time, characteristics and effectiveness of both medical and surgical/endovascular approaches.
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Affiliation(s)
| | - Lorenzo Falsetti
- Internal and Subintensive Medicine, Ospedali Riuniti Ancona, Italy
| | - Eleonora Potente
- Neurological Clinic, Marche Polytechnic University, Ancona, Italy
| | - Marco Bartolini
- Neurological Clinic, Marche Polytechnic University, Ancona, Italy
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Benli MD, Güven B, Güven H, Conkbayır I. Silent brain infarcts and white matter lesions in patients with asymptomatic carotid stenosis. Acta Neurol Belg 2021; 121:983-991. [PMID: 33034830 DOI: 10.1007/s13760-020-01517-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 09/28/2020] [Indexed: 11/30/2022]
Abstract
The association of carotid atherosclerosis with silent brain infarcts (SBIs) and white matter lesions (WMLs) currently remains unknown. This study aims to compare SBIs, deep white matter lesions (DWMLs), and periventricular white matter lesions (PWMLs) in ipsilateral and contralateral hemispheres to internal carotid artery (ICA) stenosis, and investigate their association with stenosis grade in patients with asymptomatic ≥ 50% unilateral extracranial ICA stenosis. Patients without previous history of stroke and/or transient ischemic attack who had ≥ 50% stenosis in unilateral ICA on carotid color Doppler ultrasound were enrolled in the study. Patient demographics, vascular risk factors and ICA stenosis grades; number, location, and size of SBIs, DWMLs, and PWMLs in ICA territory were evaluated in both hemispheres using magnetic resonance imaging of the brain. Of the 69 patients, 53 had 50-69% (76.8%) and 16 had ≥ 70% (23.2%) unilateral ICA stenosis. There was no statistically significant difference in SBIs between ipsilateral and contralateral hemispheres to ≥ 50% ICA stenosis. Comparison of ICA stenoses as 50-69% and ≥ 70% revealed a greater number of patients with SBI in ipsilateral hemisphere to ≥ 70% stenosis compared to contralateral (p = 0.025). The number of SBIs was also higher in ipsilateral hemisphere to ≥ 70% stenosis compared to contralateral (p = 0.022). While DWMLs and PWMLs did not differ between hemispheres, frequency of Fazekas grade 1 DWMLs was lower in ipsilateral hemisphere to either 50-69% or ≥ 70% ICA stenosis compared to contralateral (p = 0.035 and p = 0.025, respectively). Results of the present study indicate that stenosis grade may be relevant in the association between asymptomatic carotid stenosis and SBIs, and ≥ 70% stenosis may pose a risk of SBI development.
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Affiliation(s)
- Müjdat Deniz Benli
- Department of Neurology, Ankara Dışkapı Yıldırım Beyazıt Training and Research Hospital, University of Health Sciences, Çiğdem mah. 1550/1 cad. 23/1 Çankaya, Ankara, Turkey
| | - Bülent Güven
- Department of Neurology, Ankara Dışkapı Yıldırım Beyazıt Training and Research Hospital, University of Health Sciences, Çiğdem mah. 1550/1 cad. 23/1 Çankaya, Ankara, Turkey.
| | - Hayat Güven
- Department of Neurology, Ankara Dışkapı Yıldırım Beyazıt Training and Research Hospital, University of Health Sciences, Çiğdem mah. 1550/1 cad. 23/1 Çankaya, Ankara, Turkey
| | - Işık Conkbayır
- Department of Radiology, Ankara Dışkapı Yıldırım Beyazıt Training and Research Hospital, University of Health Sciences, Ankara, Turkey
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Balestrieri A, Lucatelli P, Suri HS, Montisci R, Suri JS, Wintermark M, Serra A, Cheng X, Jinliang C, Sanfilippo R, Saba L. Volume of White Matter Hyperintensities, and Cerebral Micro-Bleeds. J Stroke Cerebrovasc Dis 2021; 30:105905. [PMID: 34107418 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105905] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 05/11/2021] [Accepted: 05/15/2021] [Indexed: 11/26/2022] Open
Abstract
PURPOSE In the past years the significance of white matter hyperintensities (WMH) has gained raising attention because it is considered a marker of severity of different pathologies. Another condition that in the last years has been assessed in the neuroradiology field is cerebral microbleeds (CMB). The purpose of this work was to evaluate the association between the volume of WMH and the presence and characteristics of CMB. MATERIAL AND METHODS Sixty-five consecutive (males 45; median age 70) subjects were retrospectively analyzed with a 1.5 Tesla scanner. WMH volume was quantified with a semi-automated procedure considering the FLAIR MR sequences whereas the CMB were studied with the SWI technique and CMBs were classified as absent (grade 1), mild (grade 2; total number of CMBs: 1-2), moderate (grade 3; total number of CMBs: 3-10), and severe (grade 4; total number of CMBs: >10). Moreover, overall number of CMBs and the maximum diameter were registered. RESULTS Prevalence of CMBs was 30.76% whereas WMH 81.5%. Mann-Whitney test showed a statistically significant difference in WMH volume between subjects with and without CMBs (p < 0.001). Pearson analysis showed significant correlation between CMB grade, number and maximum diameter and WMH. The better ROC area under the curve (Az) was obtained by the hemisphere volume with a 0.828 (95% CI from 0.752 to 0,888; SD = 0.0427; p value = 0.001). The only parameters that showed a statistically significant association in the logistic regression analysis were Hemisphere volume of WMH (p = 0.001) and Cholesterol LDL (p = 0.0292). CONCLUSION In conclusion, the results of this study suggest the presence of a significant correlation between CMBs and volume of WMH. No differences were found between the different vascular territories.
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Affiliation(s)
- Antonella Balestrieri
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato, Cagliari 09045, Italy
| | | | - Harman S Suri
- Stroke Diagnosis and Monitoring Division, AtheroPoint™, Roseville, CA, USA; Point-of-Care Devices, Global Biomedical Technologies, Inc., Roseville, CA, USA; Department of Electrical Engineering, University of Idaho (Affl.), ID, USA
| | - Roberto Montisci
- Department of Vascular Surgery, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato Cagliari 09045, Italy
| | - Jasjit S Suri
- Stroke Diagnosis and Monitoring Division, AtheroPoint™, Roseville, CA, USA; Point-of-Care Devices, Global Biomedical Technologies, Inc., Roseville, CA, USA; Department of Electrical Engineering, University of Idaho (Affl.), ID, USA
| | | | - Alessandra Serra
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato, Cagliari 09045, Italy
| | | | - Cheng Jinliang
- Department of Radiology, Beijing Jishuitan Hospital, Beijing, China
| | - Roberto Sanfilippo
- Department of Vascular Surgery, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato Cagliari 09045, Italy
| | - Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato, Cagliari 09045, Italy.
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Porcu M, Sanfilippo R, Montisci R, Balestrieri A, Suri JS, Wintermark M, Saba L. White-matter hyperintensities in patients with carotid artery stenosis: An exploratory connectometry study. Neuroradiol J 2020; 33:486-493. [PMID: 32955384 DOI: 10.1177/1971400920959323] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND White-matter lesions (WMLs) are frequently found in magnetic resonance imaging (MRi), and the WML load tends to be higher in patients affected by cervical internal carotid artery (cICA) stenosis. PURPOSE This study aimed to investigate whether and how WMLs influence cerebral networking in patients with asymptomatic cICA stenosis eligible for carotid endarterectomy (CEA) by exploiting the connectometry technique. METHODS The study was designed as a cross-sectional exploratory investigation, and 28 patients with cICA stenosis eligible for CEA were enrolled. All patients received an MRI scan, including a T1-weighted, a FLAIR and a diffusion-weighted (DW) sequence. The T1 and FLAIR sequences were analysed for quantification of WML burden (WMLB) and total number of WMLs (TNWMLs). The DW data were reconstructed in the MNI space using q-space diffeomorphic reconstruction, and were grouped to create a connectometry database. The connectometry analysis evaluated the influence of both the WMLB and TNWMLs to local connectivity in a multiple regression model that included age, WMLB and TNWMLs, adopting three different T-score thresholds (1, 2 and 3). A p-value corrected for false discovery rate of <0.05 was adopted as a threshold to identify statistically significant results. RESULTS The connectometry analysis identified several white-matter bundles negatively correlated with WMLB; no statistically significant correlation was found for TNWMLs. CONCLUSION Results of our study suggest that WMLs influence brain connectivity measured by the connectometry technique in patients with cICA stenosis eligible for CEA. Further studies are warranted to understand the role of WMLs better as a marker of disease in patients with cICA stenosis.
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Affiliation(s)
- Michele Porcu
- Department of Radiology, AOU of Cagliari, University of Cagliari, Italy
| | - Roberto Sanfilippo
- Department of Vascular Surgery, AOU of Cagliari, University of Cagliari, Italy
| | - Roberto Montisci
- Department of Vascular Surgery, AOU of Cagliari, University of Cagliari, Italy
| | | | - Jasjit S Suri
- Diagnostic and Monitoring Division, AtheroPoint, USA
| | - Max Wintermark
- Department of Radiology, Neuroradiology Division, Stanford University, USA
| | - Luca Saba
- Department of Radiology, AOU of Cagliari, University of Cagliari, Italy
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Porcu M, Cocco L, Saloner D, Suri JS, Montisci R, Carriero A, Saba L. Extracranial Carotid Artery Stenosis: The Effects on Brain and Cognition with a Focus on Resting‐State Functional Connectivity. J Neuroimaging 2020; 30:736-745. [DOI: 10.1111/jon.12777] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/10/2020] [Accepted: 08/11/2020] [Indexed: 12/27/2022] Open
Affiliation(s)
- Michele Porcu
- Department of Radiology, AOU of Cagliari University of Cagliari Cagliari Italy
| | - Luigi Cocco
- Department of Neurology University of Genova Genova Italy
| | - David Saloner
- Department of Radiology and Biomedical Imaging University of California San Francisco CA
| | - Jasjit S. Suri
- Diagnostic and Monitoring Division AtheroPoint™ Roseville CA
| | - Roberto Montisci
- Department of Vascular Surgery AOU of Cagliari University of Cagliari Cagliari Italy
| | - Alessandro Carriero
- Radiology Department, University of Eastern Piedmont “Maggiore della Carità” Hospital Novara Italy
| | - Luca Saba
- Department of Radiology, AOU of Cagliari University of Cagliari Cagliari Italy
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Porcu M, Garofalo P, Craboledda D, Suri JS, Suri HS, Montisci R, Sanfilippo R, Saba L. Carotid artery stenosis and brain connectivity: the role of white matter hyperintensities. Neuroradiology 2019; 62:377-387. [DOI: 10.1007/s00234-019-02327-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 11/18/2019] [Indexed: 12/24/2022]
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Completeness of circle of Willis and white matter hyperintensities in patients with severe internal carotid artery stenosis. Neurol Sci 2018; 40:509-514. [PMID: 30554353 DOI: 10.1007/s10072-018-3683-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Accepted: 12/10/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND We investigated whether completeness of the circle of Willis (CoW) protected patients with severe internal carotid artery (ICA) stenosis against white matter hyperintensities (WMHs). METHODS We included 115 patients with unilateral ICA stenosis ≥ 70%. The completeness of CoW was assessed and WMHs were rated on a visual scale. The score of deep and periventricular WMHs was compared between patients with complete and incomplete CoW and between the two hemispheres, ipsilateral and contralateral to stenosed ICA. RESULTS We included 115 patients with severe ICA stenosis, 60 patients had a complete CoW (52.17%) and 55 had an incomplete CoW (47.83%). The patients with incomplete CoW had higher score of deep WMHs (OR = 1.82, 95% CI 1.08-3.06, P = 0.023) and periventricular WMHs (OR = 4.53, 95% CI 2.09-9.81, P = 0.000) than those with complete CoW. In the patients with incomplete CoW, the score of deep WMHs (OR = 4.14, 95% CI 1.33-12.93, P = 0.014) and periventricular WMHs (OR = 5.46, 95% CI 1.16-25.62, P = 0.032) was higher in the hemisphere ipsilateral to stenosed ICA than that in the contralateral hemisphere. In the patients with complete CoW, there was no significant difference in the score of deep WMHs (OR = 2.10, 95% CI 0.37-11.91, P = 0.401) and periventricular WMHs (OR = 2.83, 95% CI 0.99-8.05, P = 0.051) between the ipsilateral and contralateral hemispheres to stenosed ICA. CONCLUSION The completeness of CoW protected patients with severe ICA stenosis against WMHs.
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Saba L, Lucatelli P, Anzidei M, di Martino M, Suri JS, Montisci R. Volumetric Distribution of the White Matter Hyper-Intensities in Subject with Mild to Severe Carotid Artery Stenosis: Does the Side Play a Role? J Stroke Cerebrovasc Dis 2018; 27:2059-2066. [PMID: 29803599 DOI: 10.1016/j.jstrokecerebrovasdis.2018.02.065] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 02/16/2018] [Accepted: 02/28/2018] [Indexed: 11/24/2022] Open
Abstract
PURPOSE The purpose of this paper was to assess the difference in the distribution of white matter hyperintensities (WMHs) on left and right sides of the brain hemispheres of subjects with mild to severe carotid artery stenosis. MATERIAL AND METHODS Eighty consecutive patients (mean age 71 ± 6 years, males 66) with carotid artery stenosis were prospectively recruited. FLAIR-WMH lesion volume was performed using a semiautomated segmentation technique (Jim, Xinapse System, Leicester, UK). The Wilcoxon test was applied to verify the differences in the volume of WMHs between the right and left hemispheres. RESULTS A statistically significant difference was found in the middle cerebral artery (MCA) territory for the volume of the lesions (median volume of WMHs of the left side = 889.5 mm3; median volume of WMHs on the right side = 580.5 mm3; P = .0416); no statistically significant difference was found on the other territories by taking into considerations the lesions. By analyzing the degree of stenosis, we found a higher degree of stenosis of the left side (67.9%; 95% confidence interval [CI], 64.8%-70.9%) compared with the right side (65.7%; 95% CI, 62.4%-68.9%), but the Mann-Whitney test did not show a statistically significant difference (P = .3235). CONCLUSIONS Results of our study suggest that there is a difference in the distribution of WMHs in the brain hemispheres according to the left/right side on the MCA territories and for the periventricular white matter in subjects with mild to severe carotid artery stenosis.
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Affiliation(s)
- Luca Saba
- Department of Radiology, University Hospital of Cagliari, Italy, SS554 Monserrato, CA, Italy.
| | - Pierleone Lucatelli
- Vascular and Interventional Radiology Unit, Sapienza University of Rome, Viale Regina Elena, 324, 00161, Rome, Italy
| | - Michele Anzidei
- Department of Radiology, Sapienza University of Rome, Viale Regina Elena, 324, 00161, Rome, Italy
| | - Michele di Martino
- Department of Radiology, Sapienza University of Rome, Viale Regina Elena, 324, 00161, Rome, Italy
| | - Jasjit S Suri
- Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA, USA; Point-of-Care Devices, Global Biomedical Technologies, Inc., Roseville, CA, USA; Department of Electrical Engineering, University of Idaho (Aff.), ID, USA
| | - Roberto Montisci
- Department of Vascular Surgery, University Hospital of Cagliari, Italy, SS554 Monserrato, CA, Italy
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Saba L, Sanfilippo R, Balestrieri A, Zaccagna F, Argiolas GM, Suri JS, Montisci R. Relationship between Carotid Computed Tomography Dual-Energy and Brain Leukoaraiosis. J Stroke Cerebrovasc Dis 2017; 26:1824-1830. [PMID: 28527587 DOI: 10.1016/j.jstrokecerebrovasdis.2017.04.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2016] [Revised: 03/27/2017] [Accepted: 04/14/2017] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND The purpose of this study was to assess if there is a correlation between the carotid computed tomography (CT) Hounsfield unit (HU)-based plaque attenuation values measured using dual-energy CT (DECT) scanner and brain leukoaraiosis (LA). METHODS Fifty consecutive patients (34 males, 16 females; mean age, 69 years; age range, 46-84 years) who underwent carotid CT and brain magnetic resonance imaging were included in the study. CT examinations were performed with a DECT scanner, and LA lesion volume quantification was performed using a semiautomated segmentation technique. RESULTS We found an inverse statistically significant correlation between the HU-based carotid artery plaque attenuation and the LA lesion volume. Because of the presence of calcified plaques, a second model was calculated at low kiloelectron volt levels from 66 to 100 and 100 kV by taking into consideration the fatty and mixed plaques, and this further led to the associations between HU-based attenuation and LA volume in brain and vascular territories. CONCLUSIONS The results of our study suggest that the associations between HU attenuation of the carotid artery plaques (with the exclusion of calcified plaques) and the volume of LA are emphasized at low keV energy levels.
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Affiliation(s)
- Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari 09045, Italy.
| | - Roberto Sanfilippo
- Department of Vascular Surgery, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari 09045, Italy
| | - Antonella Balestrieri
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari 09045, Italy
| | - Fulvio Zaccagna
- Department of Radiology, University of Cambridge School of Clinical Medicine, Cambridge, CB2 0QQ, UK
| | | | - Jasjit S Suri
- Stroke Diagnostic and Monitoring Division, AtheroPoint LLC, Roseville, CA, USA
| | - Roberto Montisci
- Department of Vascular Surgery, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari 09045, Italy
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Relationship between white matter hyperintensities volume and the circle of Willis configurations in patients with carotid artery pathology. Eur J Radiol 2017; 89:111-116. [DOI: 10.1016/j.ejrad.2017.01.031] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Revised: 01/17/2017] [Accepted: 01/30/2017] [Indexed: 11/18/2022]
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15
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Wei W, Xia Z, Gao H, Gong J, Yan L, Huang Y, Chen F, Zhang W. Correlation of retinopathy with leukoaraiosis in patients with anterior circulation infarcts. J Clin Neurosci 2016; 33:105-110. [PMID: 27496527 DOI: 10.1016/j.jocn.2016.02.042] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Revised: 02/02/2016] [Accepted: 02/14/2016] [Indexed: 11/25/2022]
Abstract
Although retinal and cerebral microvessels share similar embryological, anatomical and physiological characteristics, the correlation between retinopathy and leukoaraiosis (LA), a type of brain microvascular disease, is unclear. In the present study, the sample included 213 patients admitted to the department of neurology from January 2012 through October 2012. MRI and retinal photography were performed within 48hours of hospitalization, and patient demographics, comorbidities, preadmission medications and laboratory data were collected. MRI images were used to divide the patients into LA and non-LA groups. Using multivariate binary logistic regression, the effects of retinopathy on LA were investigated. Of the 213 patients enrolled, 168 were included in this study (LA, n=108; non-LA, n=60). Hypertension, coronary heart disease and carotid artery plaque were more common in the LA group, and these patients showed higher blood levels of C-reactive protein, homocysteine and triglycerides. The incidence of retinopathy was significantly increased in the LA group compared with the non-LA group, and there was a significant correlation between the severity of LA and incidence of retinopathy. Retinopathy is an independent risk factor for LA and can significantly increase the risk of LA when combined with age, coronary heart disease, C-reactive protein, carotid artery plaque or systolic pressure. Taken together, retinopathy is associated with LA in patients with anterior circulation infarcts. Retinopathy is an independent risk factor for LA and an increase the risk of LA, and thus facilitating the evaluation of LA.
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Affiliation(s)
- Wei Wei
- Department of Neurology, PLA Army General Hospital, No.5 Nan men Cang, Dongcheng District, Beijing 100700, China
| | - Zhenxi Xia
- Department of Neurology, PLA Army General Hospital, No.5 Nan men Cang, Dongcheng District, Beijing 100700, China
| | - Hongyan Gao
- Department of Medical Affairs, General Hospital of Beijing Command PLA, Dongcheng District, Beijing, China
| | - Jingjing Gong
- Department of Neurology, PLA Army General Hospital, No.5 Nan men Cang, Dongcheng District, Beijing 100700, China
| | - Liping Yan
- Department of Neurology, TangshanWorker Hospital, Tangshan, China
| | - Yonghua Huang
- Department of Neurology, PLA Army General Hospital, No.5 Nan men Cang, Dongcheng District, Beijing 100700, China.
| | - Fei Chen
- Department of Neurology, PLA Army General Hospital, No.5 Nan men Cang, Dongcheng District, Beijing 100700, China
| | - Weiwei Zhang
- Department of Neurology, PLA Army General Hospital, No.5 Nan men Cang, Dongcheng District, Beijing 100700, China
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Relationship between leukoaraiosis, carotid intima-media thickness and intima-media thickness variability: Preliminary results. Eur Radiol 2016; 26:4423-4431. [DOI: 10.1007/s00330-016-4296-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Revised: 01/25/2016] [Accepted: 02/22/2016] [Indexed: 10/22/2022]
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17
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Li H, Xiong Y, Xu G, Zhang R, Zhu W, Yin Q, Ma M, Fan X, Yang F, Liu W, Duan Z, Liu X. The Circle of Willis and White Matter Lesions in Patients with Carotid Atherosclerosis. J Stroke Cerebrovasc Dis 2015; 24:1749-54. [DOI: 10.1016/j.jstrokecerebrovasdis.2015.03.048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Revised: 01/24/2015] [Accepted: 03/18/2015] [Indexed: 10/23/2022] Open
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Sahin N, Solak A, Genc B, Akpinar MB. Dilatation of the Virchow-Robin spaces as an indicator of unilateral carotid artery stenosis: correlation with white matter lesions. Acta Radiol 2015; 56:852-9. [PMID: 25140058 DOI: 10.1177/0284185114544243] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2014] [Accepted: 06/21/2014] [Indexed: 11/16/2022]
Abstract
BACKGROUND Virchow-Robin space (VRS) dilatation is related to many pathologic conditions, mostly associated with vascular abnormalities. White matter lesions (WMLs) are commonly seen on brain magnetic resonance imaging (MRI) with advancing age and generally considered as potential markers for vascular disease. PURPOSE To investigate if asymmetric dilatation of VRSs and WMLs are associated with unilateral internal carotid artery stenosis (ICAS) and to test the relationship between dilated VRSs and common vascular risk factors. MATERIAL AND METHODS Twenty-nine patients (18 men, 11 women; mean age, 68.62 years) with unilateral ICAS (≥70% carotid stenosis) undergoing carotid endarterectomy were identified for this Health Insurance Portability and Accountability Act (HIPAA) compliant prospective study and assessed with brain MRI. Two experienced radiologists scored VRSs and WMLs and evaluated old infarcts, chronic lacunar infarcts, and cerebral atrophy. Asymmetry of WML and VRS scores between two cerebral hemispheres was assessed and associations between VRS scores, WML scores, and explanatory variables (e.g. age, sex, vascular risk factors, and atrophy) were tested. RESULTS In this study, WMLs and basal ganglia VRSs were significantly greater in the unilateral hemisphere with ICA stenosis than contralateral hemisphere. Basal ganglia VRSs were associated with WMLs and internal cerebral atrophy. No association between the severity of VRSs and vascular risk factors was found. CONCLUSION ICA stenosis may contribute as a factor in the development of WMLs and dilatation of VRSs by causing chronic hypoperfusion. VRS dilatation may be an additional MRI marker of ICAS.
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Affiliation(s)
- Neslin Sahin
- Department of Radiology, Sifa University School of Medicine, Izmir, Turkey
| | - Aynur Solak
- Department of Radiology, Sifa University School of Medicine, Izmir, Turkey
| | - Berhan Genc
- Department of Radiology, Sifa University School of Medicine, Izmir, Turkey
| | - Mehmet Besir Akpinar
- Department of Cardiovascular and Thoracic Surgery, Sifa University School of Medicine, Izmir, Turkey
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Sahin N, Solak A, Genc B, Akpinar MB, Kulu U, Cengiz H. Brain diffusion changes in unilateral carotid artery stenosis with non-shunt endarterectomy: Correlation with white matter lesions. Clin Neurol Neurosurg 2015; 133:24-9. [PMID: 25837237 DOI: 10.1016/j.clineuro.2015.03.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Revised: 12/26/2014] [Accepted: 03/02/2015] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Carotid stenosis is associated with hemodynamic cerebral ischemia. Diffusion-weighted MR imaging allows for the assessment of changes related to alterations in tissue integrity. The aim of this study was to investigate (a) whether white matter lesions (WML) and apparent diffusion coefficient (ADC) values differ between ipsilateral and contralateral hemispheres, (b) whether ADC values are related to WMLs and common vascular risk factors, and (c) whether ADC values differ after carotid endarterectomy (CEA) without a shunt in patients with unilateral internal carotid artery stenosis (ICAS). METHODS Twenty-five patients (16 men, 9 women; mean age of 68 years) with unilateral ICAS (≥ 70% carotid stenosis) were assessed with brain MRI before and after CEA, prospectively. Two experienced radiologists scored the WMLs. Bilateral ADC values in anterior and posterior periventricular WM, occipital WM, and thalamus were evaluated on preoperative and postoperative MRI. Differences in ADC values and WML scores between the two hemispheres were assessed and associations between ADC values, WML scores, and explanatory variables (e.g., age, sex, vascular risk factors) were analyzed. RESULTS WMLs were significantly greater and ADC values were elevated in the ipsilateral cerebral WM. After CEA, ADC values rapidly decreased but remained higher than within the contralateral hemisphere. Ipsilateral hemispheric ADC values were associated with basal ganglia WMLs. No association between ADC values and vascular risk factors was found. CONCLUSION ICAS is associated with increased diffusion in normal-appearing WM in comparison to more prominent chronic ischemic lesions. CEA has a partial effect on diffusion. These cerebral changes may be related to chronic low-grade ischemic damage that is induced by ICAS.
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Affiliation(s)
- Neslin Sahin
- Department of Radiology, Sifa University School of Medicine, Fevzipasa Boulevard No. 172/2, 35240 Basmane Izmir, Turkey.
| | - Aynur Solak
- Department of Radiology, Sifa University School of Medicine, Fevzipasa Boulevard No. 172/2, 35240 Basmane Izmir, Turkey
| | - Berhan Genc
- Department of Radiology, Sifa University School of Medicine, Fevzipasa Boulevard No. 172/2, 35240 Basmane Izmir, Turkey
| | - Mehmet Besir Akpinar
- Department of Cardiovascular and Thoracic Surgery, Sifa University School of Medicine, Fevzipasa Boulevard No. 172/2, 35240 Basmane Izmir, Turkey
| | - Ugur Kulu
- Department of Neurology, Sifa University School of Medicine, Fevzipasa Boulevard No. 172/2, 35240 Basmane Izmir, Turkey
| | - Hakan Cengiz
- Sifa University, Department of Biostatistics & Medical Informatics, Ankara Cd, 35100 İzmir, Turkey
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Yu K, Zhong T, Li L, Wang J, Chen Y, Zhou H. Significant Association between Carotid Artery Kinking and Leukoaraiosis in Middle-Aged and Elderly Chinese Patients. J Stroke Cerebrovasc Dis 2015; 24:1025-31. [PMID: 25817620 DOI: 10.1016/j.jstrokecerebrovasdis.2014.12.030] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Revised: 12/25/2014] [Accepted: 12/26/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Leukoaraiosis (LA) and carotid artery morphologic variations are 2 common imaging manifestations. The purpose of this study was to determine whether carotid artery morphologic variations are correlated with LA. METHODS A total of 702 patients, aged 50 years or older, admitted to our hospital from November 1, 2013, to January 30, 2014, were prospectively enrolled in this study. All participants underwent magnetic resonance imaging to assess the presence and severity of LA. Carotid artery morphologic variations were classified into tortuosity, kinking, and coiling by computed tomography angiography. Logistic regression analyses were performed to examine the relationship between carotid artery morphologic variations, its components, and LA. RESULTS The frequency of hemisphere with LA and carotid artery with carotid artery morphologic variations was 49.9% and 70.3% in the cohort, respectively. Carotid kinking was associated with an increased risk of ipsilateral LA after multivariable adjustment (odds ratio [OR], 2.29; 95% confidence interval [CI], 1.57-3.36 for left side; OR, 2.51; 95% CI: 1.68-3.74 for right side), whereas carotid tortuosity and coiling were not related to LA. Moreover, the prevalence of carotid kinking gradually increased with advancing grades of ipsilateral LA. CONCLUSIONS The present study demonstrated that carotid artery kinking may be associated with an increased risk of LA in middle-aged and elderly Chinese patients. Further prospective studies are needed to confirm these findings.
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Affiliation(s)
- Ke Yu
- Department of Neurology, Daping Hospital, Third Military Medical University, Chongqing, China
| | - Tingting Zhong
- Department of Neurology, Daping Hospital, Third Military Medical University, Chongqing, China
| | - Ling Li
- Department of Neurology, Daping Hospital, Third Military Medical University, Chongqing, China
| | - Junfeng Wang
- Department of Neurology, Daping Hospital, Third Military Medical University, Chongqing, China
| | - Yang Chen
- Department of Neurology, Daping Hospital, Third Military Medical University, Chongqing, China
| | - Huadong Zhou
- Department of Neurology, Daping Hospital, Third Military Medical University, Chongqing, China.
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Preoperative brain magnetic resonance imaging and postoperative delirium after off-pump coronary artery bypass grafting: a prospective cohort study. Can J Anaesth 2015; 62:595-602. [DOI: 10.1007/s12630-015-0327-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Accepted: 01/19/2015] [Indexed: 01/12/2023] Open
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Is there an association between cerebral microbleeds and leukoaraiosis? J Stroke Cerebrovasc Dis 2014; 24:284-9. [PMID: 25440349 DOI: 10.1016/j.jstrokecerebrovasdis.2014.07.035] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 07/14/2014] [Accepted: 07/28/2014] [Indexed: 11/21/2022] Open
Abstract
PURPOSE Cerebral microbleeds (CMBs) are small dot-like lesions appearing as hyposignals on gradient echo (GRE) T2* magnetic resonance (MR) sequences, whereas the leukoaraiosis (LA) indicates the presence of patchy areas of hypersignal on fluid-attenuated inversion recovery (FLAIR) MR sequences in the periventricular white matter. The purpose of this work was to evaluate the association between LA and CMBs. MATERIAL AND METHODS Eighty-five consecutive (men 55; median age 64 years) patients were retrospectively analyzed using a 1.5 T system; CMBs were studied using a T2*-weighted GRE sequence and classified as absent (grade 1), mild (grade 2; total number of microbleeds, 1-2), moderate (grade 3; total number of microbleeds, 3-10), and severe (grade 4; total number of microbleeds, >10). LA was assessed with FLAIR MR sequences and was graded based on the European Task Force on Age-Related White Matter Changes as follows: 1 (no lesions), 2 (focal lesions > 5 mm), 3 (early confluent lesions), and 4 (diffuse involvement of an entire brain region). RESULTS We considered 170 cerebral hemispheres. The prevalence of CMBs was 24.7% (42 of 170), whereas the prevalence of LA was 27.1% (46 of 170). A statistically significant correlation was observed between LA and CMBs (correlation rho = .495, P value = .001). Multiple logistic regression analysis showed an association between CMBs and cerebrovascular symptoms (P = .0023). CONCLUSION Results of this study suggest an association between CMBs and LA. Moreover, we found that LA is associated with the presence of cerebrovascular symptoms.
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Liao SQ, Li JC, Zhang M, Wang YJ, Li BH, Yin YW, Liu Y, Gao CY, Zhang LL. The association between leukoaraiosis and carotid atherosclerosis: a systematic review and meta-analysis. Int J Neurosci 2014; 125:493-500. [PMID: 25164096 DOI: 10.3109/00207454.2014.949703] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The association between large-artery atherosclerosis and leukoaraiosis (LA) has been increasingly reported with inconsistent conclusion. This systematic review examines the relationship between LA and carotid atherosclerosis, manifested as atherosclerotic stenosis, plaques and increased intima-media thickness (IMT). PubMed, Embase, and Web of Science were searched for articles published up to February 2014. Thirty-two studies that examined the relationship between LA and carotid atherosclerosis were included. All statistical analysis was conducted with Review Manager 5.2.4. Finally, 32 studies including 17,721 patients were identified. There were 7 (30%) out of 23 studies reporting significant association between LA and carotid stenosis; 11 (79%) out of 14 studies reporting significant association between LA and carotid plaque; all 9 studies reporting significant association between LA and carotid IMT; one study showing an association between LA and CAWT (similar to the role of the IMT). The quantitative meta-analysis of 10 studies showed that carotid atherosclerosis was not associated with LA (OR: 1.10; 95% CI: 0.61-1.98). A significant association was found between LA and carotid plaque (OR = 3.53; 95% CI = 1.83-6.79), and the result of IMT group showed that IMT increased risk of LA (MD = 0.11; 95% CI = 0.01-0.22). This systematic review suggested that LA has a tendency of association with carotid plaques but no association with simple carotid stenosis.
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Affiliation(s)
- Shao-Qiong Liao
- Department of Neurology, Institute of Surgery Research, Daping Hospital, Third Military Medical University, 10 Changjiang Branch Road, Yuzhong District, Chongqing 400042, P.R. China
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Saba L, Anzidei M, Piga M, Ciolina F, Mannelli L, Catalano C, Suri JS, Raz E. Multi-modal CT scanning in the evaluation of cerebrovascular disease patients. Cardiovasc Diagn Ther 2014; 4:245-62. [PMID: 25009794 DOI: 10.3978/j.issn.2223-3652.2014.06.05] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 05/07/2014] [Indexed: 11/14/2022]
Abstract
Ischemic stroke currently represents one of the leading causes of severe disability and mortality in the Western World. Until now, angiography was the most used imaging technique for the detection of the extra-cranial and intracranial vessel pathology. Currently, however, non-invasive imaging tool like ultrasound (US), magnetic resonance (MR) and computed tomography (CT) have proven capable of offering a detailed analysis of the vascular system. CT in particular represents an advanced system to explore the pathology of carotid arteries and intracranial vessels and also offers tools like CT perfusion (CTP) that provides valuable information of the brain's vascular physiology by increasing the stroke diagnostic. In this review, our purpose is to discuss stroke risk prediction and detection using CT.
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Affiliation(s)
- Luca Saba
- 1 Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy ; 2 Departments of Radiological Sciences, University of Rome La Sapienza, Viale Regina Elena 324, 00161 (Rome), Italy ; 3 Department of Radiology, University of Washington, Seattle, Washington, USA ; 4 Fellow AIMBE, CTO, AtheroPoint LLC, Roseville, CA, USA ; 5 Department of Biomedical Engineering, Idaho State University (Aff.), ID, USA ; 6 Department of Radiology, New York University School of Medicine, New York, USA ; 7 Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell' Università, 30, 00185 Rome, Italy
| | - Michele Anzidei
- 1 Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy ; 2 Departments of Radiological Sciences, University of Rome La Sapienza, Viale Regina Elena 324, 00161 (Rome), Italy ; 3 Department of Radiology, University of Washington, Seattle, Washington, USA ; 4 Fellow AIMBE, CTO, AtheroPoint LLC, Roseville, CA, USA ; 5 Department of Biomedical Engineering, Idaho State University (Aff.), ID, USA ; 6 Department of Radiology, New York University School of Medicine, New York, USA ; 7 Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell' Università, 30, 00185 Rome, Italy
| | - Mario Piga
- 1 Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy ; 2 Departments of Radiological Sciences, University of Rome La Sapienza, Viale Regina Elena 324, 00161 (Rome), Italy ; 3 Department of Radiology, University of Washington, Seattle, Washington, USA ; 4 Fellow AIMBE, CTO, AtheroPoint LLC, Roseville, CA, USA ; 5 Department of Biomedical Engineering, Idaho State University (Aff.), ID, USA ; 6 Department of Radiology, New York University School of Medicine, New York, USA ; 7 Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell' Università, 30, 00185 Rome, Italy
| | - Federica Ciolina
- 1 Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy ; 2 Departments of Radiological Sciences, University of Rome La Sapienza, Viale Regina Elena 324, 00161 (Rome), Italy ; 3 Department of Radiology, University of Washington, Seattle, Washington, USA ; 4 Fellow AIMBE, CTO, AtheroPoint LLC, Roseville, CA, USA ; 5 Department of Biomedical Engineering, Idaho State University (Aff.), ID, USA ; 6 Department of Radiology, New York University School of Medicine, New York, USA ; 7 Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell' Università, 30, 00185 Rome, Italy
| | - Lorenzo Mannelli
- 1 Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy ; 2 Departments of Radiological Sciences, University of Rome La Sapienza, Viale Regina Elena 324, 00161 (Rome), Italy ; 3 Department of Radiology, University of Washington, Seattle, Washington, USA ; 4 Fellow AIMBE, CTO, AtheroPoint LLC, Roseville, CA, USA ; 5 Department of Biomedical Engineering, Idaho State University (Aff.), ID, USA ; 6 Department of Radiology, New York University School of Medicine, New York, USA ; 7 Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell' Università, 30, 00185 Rome, Italy
| | - Carlo Catalano
- 1 Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy ; 2 Departments of Radiological Sciences, University of Rome La Sapienza, Viale Regina Elena 324, 00161 (Rome), Italy ; 3 Department of Radiology, University of Washington, Seattle, Washington, USA ; 4 Fellow AIMBE, CTO, AtheroPoint LLC, Roseville, CA, USA ; 5 Department of Biomedical Engineering, Idaho State University (Aff.), ID, USA ; 6 Department of Radiology, New York University School of Medicine, New York, USA ; 7 Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell' Università, 30, 00185 Rome, Italy
| | - Jasjit S Suri
- 1 Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy ; 2 Departments of Radiological Sciences, University of Rome La Sapienza, Viale Regina Elena 324, 00161 (Rome), Italy ; 3 Department of Radiology, University of Washington, Seattle, Washington, USA ; 4 Fellow AIMBE, CTO, AtheroPoint LLC, Roseville, CA, USA ; 5 Department of Biomedical Engineering, Idaho State University (Aff.), ID, USA ; 6 Department of Radiology, New York University School of Medicine, New York, USA ; 7 Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell' Università, 30, 00185 Rome, Italy
| | - Eytan Raz
- 1 Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy ; 2 Departments of Radiological Sciences, University of Rome La Sapienza, Viale Regina Elena 324, 00161 (Rome), Italy ; 3 Department of Radiology, University of Washington, Seattle, Washington, USA ; 4 Fellow AIMBE, CTO, AtheroPoint LLC, Roseville, CA, USA ; 5 Department of Biomedical Engineering, Idaho State University (Aff.), ID, USA ; 6 Department of Radiology, New York University School of Medicine, New York, USA ; 7 Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell' Università, 30, 00185 Rome, Italy
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Oksala N, Jaroma M, Pienimäki JP, Kuorilehto T, Vänttinen T, Lehtomäki A, Suominen VP, Dastidar P, Mäkinen K, Erkinjuntti T, Salenius JP. Preoperative white matter lesions are independent predictors of long-term survival after internal carotid endarterectomy. Cerebrovasc Dis Extra 2014; 4:122-31. [PMID: 25076957 PMCID: PMC4093648 DOI: 10.1159/000363128] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Accepted: 04/23/2014] [Indexed: 11/19/2022] Open
Abstract
Background Cerebral white matter lesions (WMLs) predict long-term survival of conservatively treated acute stroke patients with etiology other than carotid stenosis. In carotid endarterectomy patients, WMLs are associated with severe carotid stenosis and unstable plaques, with the risk of perioperative complications and with increased 30-day perioperative risk of death. However, no data exist on their effect on postoperative long-term survival, a factor important when considering the net benefit from carotid endarterectomy. Whether this effect is independent of classical risk factors and indications for surgery is not known either. We hypothesized that WMLs could be evaluated from preoperative routine computed tomography (CT) scans and are predictors of postoperative survival, independent of classical cardiovascular risk factors, indication category and degree of carotid stenosis. Methods A total of 353 of 481 (73.4%) consecutive patients subjected to carotid endarterectomy due to different indications, i.e. asymptomatic stenosis (n = 28, 7.9%), amaurosis fugax (n = 52, 14.7%), transient ischemic attack (n = 135, 38.2%) or ischemic stroke (n = 138, 39.1%), from prospective vascular registries during the years 2001-2010 with digital preoperative CT scans, were included in the study. WMLs were rated by a radiologist (Wahlund criteria) in a blinded fashion. Internal carotid artery (ICA) stenoses were angiographically graded (<50, 50-69, 70-99 and 100%). Odds ratios (ORs) and hazard ratios (HRs) are reported (ORs and HRs ≤1 indicate a beneficial effect). The median follow-up time was 67 months (interquartile range 45.5, range 0-129 months). Spearman's rho was used to estimate intraobserver agreement. Binary logistic regression was performed to analyze the association of risk factors with WMLs. Cox regression proportional hazards analysis was used to study the effect of different factors on survival. Results WML severity could be assessed with a substantial intraobserver agreement (Spearman's rho 0.843, p < 0.0001). Only age (OR 1.10, 95% CI 1.06-1.15; p < 0.0001 per year), degree of ipsilateral ICA stenosis (OR 2.22, 95% CI 1.08-4.55; p < 0.05 per stenosis grade) and indication category (OR 1.63, 95% CI 1.19-2.24; p < 0.01 per category) remained independently associated with WMLs. Age (HR 1.04, 95% CI 1.01-1.08; p < 0.05 per year), diabetes (HR 1.59, 95% CI 1.01-2.49; p < 0.05), peripheral arterial disease (HR 2.47, 95% CI 1.46-4.15; p < 0.01), degree of ipsilateral ICA stenosis (HR 2.56, 95% CI 1.12-5.87; p < 0.05 per stenosis grade) and WMLs (HR 3.83, 95% CI 1.17-12.5; p < 0.05) remained independently associated with increased long-term mortality. Conclusions WMLs in a preoperative CT scan provide a substantially reliable estimate of postoperative long-term survival of carotid endarterectomy patients independent of currently used criteria, i.e. cardiovascular risk factors, indication category and degree of ipsilateral ICA stenosis.
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Affiliation(s)
- Niku Oksala
- Department of Vascular Surgery, Tampere University Hospital and Medical School, Surgery, University of Tampere, Tampere, Finland
| | - Marianne Jaroma
- Heart Center, Department of Vascular Surgery, Kuopio University Hospital, Kuopio, Finland
| | | | - Tommi Kuorilehto
- Department of Vascular Surgery, Tampere University Hospital and Medical School, Surgery, University of Tampere, Tampere, Finland
| | - Teemu Vänttinen
- Department of Vascular Surgery, Tampere University Hospital and Medical School, Surgery, University of Tampere, Tampere, Finland
| | - Antti Lehtomäki
- Department of Vascular Surgery, Tampere University Hospital and Medical School, Surgery, University of Tampere, Tampere, Finland
| | - Veli-Pekka Suominen
- Department of Vascular Surgery, Tampere University Hospital and Medical School, Surgery, University of Tampere, Tampere, Finland
| | - Prasun Dastidar
- Regional Imaging Unit, Tampere University Hospital, Tampere, Finland
| | - Kimmo Mäkinen
- Heart Center, Department of Vascular Surgery, Kuopio University Hospital, Kuopio, Finland
| | - Timo Erkinjuntti
- Department of Neurology, Helsinki University Central Hospital, Helsinki, Finland ; Department of Neurological Sciences, University of Helsinki, Helsinki, Finland
| | - Juha-Pekka Salenius
- Department of Vascular Surgery, Tampere University Hospital and Medical School, Surgery, University of Tampere, Tampere, Finland
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Saba L, Raz E, Fatterpekar G, Montisci R, di Martino M, Bassareo PP, Piga M. Correlation between Leukoaraiosis Volume and Circle of Willis Variants. J Neuroimaging 2014; 25:226-231. [DOI: 10.1111/jon.12103] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Revised: 09/21/2013] [Accepted: 09/26/2013] [Indexed: 11/29/2022] Open
Affiliation(s)
- Luca Saba
- Department of Radiology; Azienda Ospedaliero Universitaria (A.O.U.); di Cagliari-Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045 Italy
| | - Eytan Raz
- Department of Radiology; New York University School of Medicine; New York USA
- Department of Neurology and Psychiatry; Sapienza University of Rome; Italy
| | - Girish Fatterpekar
- Department of Radiology; New York University School of Medicine; New York USA
| | - Roberto Montisci
- Department of Vascular Surgery; Azienda Ospedaliero Universitaria (A.O.U.); di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045 Italy
| | - Michele di Martino
- Department of Radiological Sciences; Oncology and Anatomical Pathology “Sapienza”; Università di Roma; Viale Regina Elena 324 00161 Rome Italy
| | - Pier Paolo Bassareo
- Department of Cardiology; Azienda Ospedaliero Universitaria (A.O.U.); di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045 Italy
| | - Mario Piga
- Department of Radiology; Azienda Ospedaliero Universitaria (A.O.U.); di Cagliari-Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045 Italy
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Sun Q, Xia Z, Qu C, Ruan X, Li J, Cong L, Zheng X, Du Y. Carotid Artery Stenting Ameliorates the Cognitive Impairment in Patients with Leukoaraiosis, the Ischemic Change of Cerebral White Matter. TOHOKU J EXP MED 2014; 233:257-64. [DOI: 10.1620/tjem.233.257] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- QinJian Sun
- Department of Neurology, Shandong Provincial Hospital affiliated to Shandong University
| | - ZhangYong Xia
- Department of Neurology, Liaocheng People’s Hospital and Liaocheng Clinical School of Taishan Medical University
| | - ChuanQiang Qu
- Department of Neurology, Shandong Provincial Hospital affiliated to Shandong University
| | - XiYun Ruan
- Department of Neurology, Shandong Provincial Hospital affiliated to Shandong University
| | - JiFeng Li
- Department of Neurology, Shandong Provincial Hospital affiliated to Shandong University
| | - Lin Cong
- Department of Neurology, Shandong Provincial Hospital affiliated to Shandong University
| | - XingYue Zheng
- Department of Neurology, Shandong Provincial Hospital affiliated to Shandong University
| | - YiFeng Du
- Department of Neurology, Shandong Provincial Hospital affiliated to Shandong University
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Association Between the Volume of Carotid Artery Plaque and Its Subcomponents and the Volume of White Matter Lesions in Patients Selected for Endarterectomy. AJR Am J Roentgenol 2013; 201:W747-52. [DOI: 10.2214/ajr.12.10217] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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29
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Li H, Xu G, Xiong Y, Zhu W, Yin Q, Fan X, Liu W, Duan Z, Liu X. Relationship between Cerebral Atherosclerosis and Leukoaraiosis in Aged Patients: Results from DSA. J Neuroimaging 2013; 24:338-42. [PMID: 24033698 DOI: 10.1111/jon.12047] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2012] [Revised: 04/30/2013] [Accepted: 05/09/2013] [Indexed: 11/29/2022] Open
Affiliation(s)
- Hua Li
- Department of Neurology; Jinling Hospital; Nanjing China
| | - Gelin Xu
- Department of Neurology; Jinling Hospital; Nanjing China
| | - Yunyun Xiong
- Department of Neurology; Jinling Hospital; Nanjing China
| | - Wusheng Zhu
- Department of Neurology; Jinling Hospital; Nanjing China
| | - Qin Yin
- Department of Neurology; Jinling Hospital; Nanjing China
| | - Xiaobing Fan
- Department of Neurology; Jinling Hospital; Nanjing China
| | - Wenhua Liu
- Department of Neurology; Jinling Hospital; Nanjing China
| | - Zuowei Duan
- Department of Neurology; Jinling Hospital; Nanjing China
| | - Xinfeng Liu
- Department of Neurology; Jinling Hospital; Nanjing China
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Saba L, Anzidei M, Marincola BC, Piga M, Raz E, Bassareo PP, Napoli A, Mannelli L, Catalano C, Wintermark M. Imaging of the carotid artery vulnerable plaque. Cardiovasc Intervent Radiol 2013; 37:572-85. [PMID: 23912494 DOI: 10.1007/s00270-013-0711-2] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2013] [Accepted: 07/03/2013] [Indexed: 11/28/2022]
Abstract
Atherosclerosis involving the carotid arteries has a high prevalence in the population worldwide. This condition is significant because accidents of the carotid artery plaque are associated with the development of cerebrovascular events. For this reason, carotid atherosclerotic disease needs to be diagnosed and those determinants that are associated to an increased risk of stroke need to be identified. The degree of stenosis typically has been considered the parameter of choice to determine the therapeutical approach, but several recently published investigations have demonstrated that the degree of luminal stenosis is only an indirect indicator of the atherosclerotic process and that direct assessment of the plaque structure and composition may be key to predict the development of future cerebrovascular ischemic events. The concept of "vulnerable plaque" was born, referring to those plaque's parameters that concur to the instability of the plaque making it more prone to the rupture and distal embolization. The purpose of this review is to describe the imaging characteristics of "vulnerable carotid plaques."
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Affiliation(s)
- Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554, 09045, Monserrato, Cagliari, Italy,
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Acharya UR, Sree SV, Mookiah MRK, Saba L, Gao H, Mallarini G, Suri JS. Computed tomography carotid wall plaque characterization using a combination of discrete wavelet transform and texture features: A pilot study. Proc Inst Mech Eng H 2013; 227:643-54. [PMID: 23636747 DOI: 10.1177/0954411913480622] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In 30% of stroke victims, the cause of stroke has been found to be the stenosis caused by plaques in the carotid artery. Early detection of plaque and subsequent classification of the same into symptomatic and asymptomatic can help the clinicians to choose only those patients who are at a higher risk of stroke for risky surgeries and stenosis treatments. Therefore, in this work, we have proposed a non-invasive computer-aided diagnostic technique to classify the detected plaque into the two classes. Computed tomography (CT) images of the carotid artery images were used to extract Local Binary Pattern (LBP) features and wavelet energy features. Significant features were then used to train and test several supervised learning algorithm based classifiers. The Support Vector Machine (SVM) classifier with various kernel configurations was evaluated using LBP and wavelet features. The SVM classifier presented the highest accuracy of 88%, sensitivity of 90.2%, and specificity of 86.5% for radial basis function (RBF) kernel function. The CT images of the carotid artery provide unique 3D images of the artery and plaque that could be used for calculating percentage of stenosis. Our proposed technique enables automatic classification of plaque into asymptomatic and symptomatic with high accuracy, and hence, it can be used for deciding the course of treatment. We have also proposed a single-valued integrated index (Atheromatic Index) using the significant features which can provide a more objective and faster prediction of the class.
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Affiliation(s)
- U R Acharya
- Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, Singapore.
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Shu M, Zhang JJ, Dong Y, Zhang ZP. Significance of increased CIMT with coexisting carotid plaques in cerebral white matter lesions in elders. ACTA ACUST UNITED AC 2013; 33:69-74. [PMID: 23392710 DOI: 10.1007/s11596-013-1073-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2012] [Indexed: 02/06/2023]
Abstract
It is very common that increased carotid intima media thickness (CIMT) and carotid plaque coexist in a single subject in elderly patients with white matter lesions (WMLs). In this study we investigated whether the coexistence of increased CIMT and carotid plaque is more strongly associated with the presence and extent of WMLs than either alone. All patients were classified into 1 of the following 4 groups: without either increased CIMT (I) or carotid plaque (P): I(-)P(-); with only increased CIMT: I(+)P(-); with only carotid plaque: I(-)P(+); and with both increased CIMT and carotid plaque: I(+)P(+). The presence and severity of periventricular WMLs (PWMLs) and deep WMLs (DWMLs) were assessed and the prevalence of MRI findings by the Cochran-Armitage trend test was calculated. The characteristics of subjects showed that the percentages of patients with increased CIMT and carotid plaque in the DWMLs group and the PWMLs group were significantly higher than those without WMLs group. Both DWMLs and PWMLs were strongly associated with age, carotid plaque and CIMT. Furthermore, the Cochran-Armitage trend test indicated that the prevalence of MRI findings of PWMLs and DWMLs increased in the order of I(-)P(-)< I(+)P(-)< I(-)P(+)< I(+)P(+) (P<0.0001). For the patients with DWMLs, the grades of both I(+)P(-) and I(+)P(+) were increased significantly compared to I(-)P(-) (P<0.0025, P<0.05, respectively) without such a difference found in patients with PWMLs. Our results suggested that the coexistence of increased CIMT and carotid plaque is most closely associated with WMLs, and that increased CIMT is associated with the severity of DWMLs, whereas carotid plaque is related to the presence of WMLs.
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Affiliation(s)
- Min Shu
- Department of Neurology, Zhongnan Hospital, Wuhan University, Wuhan, 430071, China
| | - Jun-Jian Zhang
- Department of Neurology, Zhongnan Hospital, Wuhan University, Wuhan, 430071, China.
| | - Yan Dong
- Department of Mathematics and Statistics, University of New Mexico, Albuquerque, 87131-0001, USA
| | - Zai-Peng Zhang
- Department of Radiology, Zhongnan Hospital, Wuhan University, Wuhan, 430071, China
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Calcium at the carotid siphon as an indicator of internal carotid artery stenosis. Eur Radiol 2013; 23:1478-86. [DOI: 10.1007/s00330-012-2766-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2012] [Revised: 12/17/2012] [Accepted: 12/19/2012] [Indexed: 11/25/2022]
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Karcher HS, Holzwarth R, Mueller HP, Ludolph AC, Huber R, Kassubek J, Pinkhardt EH. Body Fat Distribution as a Risk Factor for Cerebrovascular Disease: An MRI-Based Body Fat Quantification Study. Cerebrovasc Dis 2013; 35:341-8. [DOI: 10.1159/000348703] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2012] [Accepted: 01/29/2013] [Indexed: 11/19/2022] Open
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Saba L, Montisci R, Raz E, Sanfilippo R, Suri JS, Piga M. Association between carotid artery plaque type and cerebral microbleeds. AJNR Am J Neuroradiol 2012; 33:2144-50. [PMID: 22627799 DOI: 10.3174/ajnr.a3133] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE CMBs have become increasingly recognized with the widespread use of MR imaging techniques that are sensitive to iron deposits. The purpose of this study was to correlate the presence of CMBs and carotid plaque characteristics. MATERIAL AND METHODS Seventy consecutive patients (47 men; 23 women; mean age, 65 years) were prospectively analyzed. Carotid arteries were studied using a 16-detector row CT scanner, whereas the brain was explored with an MR imaging 1.5T system. CMBs were studied using a T2*-weighted GRE sequence. CMBs were classified by an ordinal scale and carotid plaques were characterized based on their composition as fatty, mixed, or calcified. Patients were classified as symptomatic and asymptomatic. Chi-square and multiple logistic regression analyses, as well as ROCs, were calculated. RESULTS The prevalence of CMBs was 30%. A statistically significant difference in CMB prevalence was observed between symptomatic (46%) and asymptomatic (19%) patients (P value = .0021; OR = 3.7). Correlation analysis demonstrated an association between the number of CMBs and the symptoms (P = .0001). A statistically significant association was observed between the presence of fatty plaque and CMBs (P = .0019). CONCLUSIONS The results of this study suggest an association between the presence of carotid artery fatty plaque, symptoms, and CMBs. Moreover, we found that the presence (and entity) of CMBs may represent an indicator of cerebrovascular symptom severity.
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Affiliation(s)
- L Saba
- Departments of Radiology, Azienda Ospedaliero Universitaria, di Cagliari, Cagliari, Italy.
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Potter GM, Doubal FN, Jackson CA, Sudlow CLM, Dennis MS, Wardlaw JM. Lack of association of white matter lesions with ipsilateral carotid artery stenosis. Cerebrovasc Dis 2012; 33:378-84. [PMID: 22433285 PMCID: PMC4067711 DOI: 10.1159/000336762] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2011] [Accepted: 01/18/2012] [Indexed: 12/02/2022] Open
Abstract
Background White matter lesions (WML) are commonly seen on brain MRI and are generally considered a marker of tissue damage from cerebral small vessel disease. WML are associated with increasing age and vascular risk factors, but their precise cause is unknown. A role for carotid artery atherothromboemboli has been suggested. If this is the case, more WML would be expected ipsilateral to increasing degrees of carotid stenosis. Methods We recruited patients with ischaemic stroke from two large, separate prospective stroke studies, assessed with brain MRI and carotid Doppler ultrasound. We scored hemispheric WML visually in periventricular and deep locations. We assessed the association between carotid stenosis asymmetry and WML asymmetry, and vice versa. Further, we assessed the association between carotid stenosis and ipsilateral WML, before and after adjusting for vascular risk factors, and tested associations between ipsilateral and contralateral stenoses and WML. Results We recruited 247 (Study 1) and 253 (Study 2) patients. In Study 1 and Study 2, 36 (15%) and 29 (11%) patients had ≥50% carotid stenosis, and 27 (11%) and 15 (6%) had ≥70% stenosis, respectively. Carotid stenosis was asymmetric in 28 (11%) and 26 (10%) patients and WML were asymmetric in 22 (9%) and 11 (4%) patients in Study 1 and Study 2, respectively. We found no association between carotid stenosis and ipsilateral WML score, before or after adjusting for vascular risk factors or sidedness, but WML were strongly associated with increasing age (p < 0.001). Conclusion In two large cohorts of ischaemic stroke patients, we found no association between carotid stenosis and ipsi- or contralateral WML. There is now substantial evidence that atherothromboemboli are unlikely to cause most WML or other forms of cerebral small vessel lesions. Future studies should focus on determining what causes the intrinsic small vessel pathological changes that appear to underlie most WML.
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Affiliation(s)
- Gillian M Potter
- Division of Clinical Neurosciences, Brain Research Imaging Centre, University of Edinburgh, Western General Hospital, Edinburgh, UK
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Saba L, Pascalis L, Sanfilippo R, Anzidei M, Bura R, Montisci R, Mallarini G. Carotid artery wall thickness and leukoaraiosis: preliminary results using multidetector row CT angiography. AJNR Am J Neuroradiol 2011; 32:955-61. [PMID: 21349963 DOI: 10.3174/ajnr.a2396] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE LA is a condition caused by chronic cerebral ischemia and it represents an independent risk for stroke. The purpose of this work was to determine whether CAWT studied by using MDCTA is correlated with LA and its severity. MATERIALS AND METHODS Ninety-eight patients ≥60 years of age were retrospectively studied by using multidetector row CT. Supra-aortic vessel analysis and brain CT were performed in the same procedure. In each patient, CAWT was measured with an internal digital caliper, and the presence and severity of LA were assessed. Correlation coefficients by using Spearman statistics and ROC curves were calculated. A P value < .05 was considered statistically significant. RESULTS Measurements of the distal common CAWT ranged from 0.5 to 1.53 mm. A correlation between LA and increased CAWT was observed (Pearson correlation, 0.33; P < .001). On the basis of a threshold of 0.9 mm, an important statistical association between increased CAWT and LA (P < .0001) was found. With the same threshold, ROC curve analysis indicated a sensitivity of 55% and a specificity of 75% for LA. CONCLUSIONS The results of this study show a statistically significant correlation between increased CAWT and LA (and its severity).
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Affiliation(s)
- L Saba
- Department of Radiology, Azienda Ospedaliero Universitaria Cagliari, Italy.
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Chuang YM, Huang KL, Chang YJ, Chang CH, Chang TY, Wu TC, Wong HF, Liu SJ, Lee TH. Immediate Regression of Leukoaraiosis after Carotid Artery Revascularization. Cerebrovasc Dis 2011; 32:439-46. [DOI: 10.1159/000330638] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2011] [Accepted: 06/14/2011] [Indexed: 11/19/2022] Open
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40
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Chuang YM, Huang KL, Chang YJ, Chang CH, Chang TY, Wu TC, Lin CP, Wong HF, Liu SJ, Lee TH. Associations between Circle of Willis Morphology and White Matter Lesion Load in Subjects with Carotid Artery Stenosis. Eur Neurol 2011; 66:136-44. [DOI: 10.1159/000329274] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2010] [Accepted: 05/02/2011] [Indexed: 11/19/2022]
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Saba L, Sanfilippo R, Montisci R, Mallarini G. Associations between carotid artery wall thickness and cardiovascular risk factors using multidetector CT. AJNR Am J Neuroradiol 2010; 31:1758-63. [PMID: 20634310 DOI: 10.3174/ajnr.a2197] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE It has been demonstrated that the increase in CAWT is associated with an increased risk of stroke and its severity. The aim of this study was to determine whether CAWT evaluated by MDCTA is associated with the following cardiovascular risk factors: hypertension, diabetes mellitus, dyslipidemia, and smoking. MATERIALS AND METHODS This was a retrospective study. One hundred sixty-eight patients (120 men; mean age, 68.96 years ± 11.2 years SD) were analyzed by using a multidetector row CT scanner. In each patient, CAWT was measured by using an internal digital caliper. Continuous data were described as the mean value ± SD and were compared by using the Student t test. We performed simple logistic regressions to evaluate the association between CAWT and the following: hypertension, diabetes mellitus, dyslipidemia, and smoking. A P value < .05 indicated statistical significance. RESULTS The distal common CAWT varied from 0.5 to 1.5 mm. We observed that hypertension and diabetes mellitus were associated with increased (>1 mm) CAWT (P = .0041 and P = .0172, respectively). There was no significant association between increased CAWT and dyslipidemia or smoking. CONCLUSIONS In our selected group, the results of this work show that an increased CAWT is associated with the cardiovascular risk determinants hypertension and diabetes. Further studies are necessary to evaluate whether it is possible to apply our observations to the general population.
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Affiliation(s)
- L Saba
- Departments of Radiology, Azienda Ospedaliero Universitaria, di Cagliari-Polo di Monserrato s.s. 554, Monserrato, Cagliari, Italy.
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Comparison between quantification methods of carotid artery stenosis and computed tomographic angiography. J Comput Assist Tomogr 2010; 34:421-30. [PMID: 20498548 DOI: 10.1097/rct.0b013e3181d0f640] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
PURPOSE The purpose of this study was to compare 3 percentage carotid artery measurement methods (the North American Symptomatic Carotid Endarterectomy Trial [NASCET], the European Carotid Surgery Trial [ECST], and the Carotid Stenosis Index [CSI]) and 1 millimeter method (direct millimeter measurement) to evaluate the difference and correlation between them. MATERIALS AND METHODS Seven hundred ninety-two patients (591 men; age: mean, 63 years; range, 32-91 years) studied by using a multi-detector row computed tomographic scanner for a total of 1584 carotid arteries were retrospectively analyzed. Each carotid stenosis was measured according to 4 measurement methods (the NASCET, the ECST, the CSI, and the direct millimeter measurement). Carotid arteries with near-occlusion condition were excluded. The Kolmogorov-Smirnov Z test was used to test the normality of continuous variable groups. Comparison of derived ratio-percent methods was performed by using the Bland-Altman plots, and receiver operating characteristic curves were calculated. Correlation coefficients were also calculated by using a nonparametric Spearman correlation. A P < 0.05 was considered to mean statistical significance. RESULTS Four hundred sixteen carotid arteries were excluded, and in the remaining 1168 ones, a strength correlation according to quadratic regression between the NASCET and ECST methods was observed (Spearman rho coefficient, 0.948; P < 0.0001). An inverse correlation according to linear regression was observed between the NASCET and the direct millimeter measurement (Spearman rho coefficient, -0.972; P < 0.0001); the CSI shows a quadratic regression with the NASCET, a linear regression with the ECST, and an inverse linear regression with the direct millimeter measurement (Spearman rho coefficient, 0.946, 0.932, and -0.939 respectively). The cutoff values for 50% and 70% NASCET stenosis were 2.36 and 1.51, respectively. CONCLUSIONS Our study results indicate that the direct millimeter measurement of stenosis, by using appropriate equations, can reliably predict NASCET-, ECST-, and CSI-type percent stenoses. The use of direct millimeter measurement may remove the pitfalls and the discrepancies deriving from the use of different ratio-percent methods.
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