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Güney R, Potreck A, Neuberger U, Schmitt N, Purrucker J, Möhlenbruch MA, Bendszus M, Seker F. Association of Carotid Artery Disease with Collateralization and Infarct Growth in Patients with Acute Middle Cerebral Artery Occlusion. AJNR Am J Neuroradiol 2024; 45:574-580. [PMID: 38575322 PMCID: PMC11288550 DOI: 10.3174/ajnr.a8180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 01/11/2024] [Indexed: 04/06/2024]
Abstract
BACKGROUND AND PURPOSE Collaterals are important in large vessel occlusions (LVO), but the role of carotid artery disease (CAD) in this context remains unclear. This study aimed to investigate the impact of CAD on intracranial collateralization and infarct growth after thrombectomy in LVO. MATERIALS AND METHODS All patients who underwent thrombectomy due to M1 segment occlusion from 01/2015 to 12/2021 were retrospectively included. Internal carotid artery stenosis according to NASCET was assessed on the affected and nonaffected sides. Collaterals were assessed according to the Tan score. Infarct growth was quantified by comparing ASPECTS on follow-up imaging with baseline ASPECTS. RESULTS In total, 709 patients were included, 118 (16.6%) of whom presented with CAD (defined as severe stenosis ≥70% or occlusion ipsilaterally), with 42 cases (5.9%) being contralateral. Good collateralization (Tan 3) was present in 56.5% of the patients with ipsilateral CAD and 69.1% of the patients with contralateral CAD. The ipsilateral stenosis grade was an independent predictor of good collateral supply (adjusted OR: 1.01; NASCET point, 95% CI: 1.00-1.01; P = .009), whereas the contralateral stenosis grade was not (P = .34). Patients with ipsilateral stenosis of ≥70% showed less infarct growth (median ASPECTS decay: 1; IQR: 0-2) compared with patients with 0%-69% stenosis (median: 2; IQR: 1-3) (P = .005). However, baseline ASPECTS was significantly lower in patients with stenosis of 70%-100% (P < .001). The results of a multivariate analysis revealed that increasing ipsilateral stenosis grade (adjusted OR: 1.0; 95% CI: 0.99-1.00; P = .004) and good collateralization (adjusted OR: 0.5; 95% CI: 0.4-0.62; P < .001) were associated with less infarct growth. CONCLUSIONS CAD of the ipsilateral ICA is an independent predictor of good collateral supply. Patients with CAD tend to have larger baseline infarct size but less infarct growth.
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Affiliation(s)
- Resul Güney
- From the Departments of Neuroradiology (R.G., A.P., U.N., N.S., M.A.M., M.B., F.S.) Heidelberg University Hospital, Heidelberg, Germany
| | - Arne Potreck
- From the Departments of Neuroradiology (R.G., A.P., U.N., N.S., M.A.M., M.B., F.S.) Heidelberg University Hospital, Heidelberg, Germany
| | - Ulf Neuberger
- From the Departments of Neuroradiology (R.G., A.P., U.N., N.S., M.A.M., M.B., F.S.) Heidelberg University Hospital, Heidelberg, Germany
| | - Niclas Schmitt
- From the Departments of Neuroradiology (R.G., A.P., U.N., N.S., M.A.M., M.B., F.S.) Heidelberg University Hospital, Heidelberg, Germany
| | - Jan Purrucker
- Departments of Neurology (J.P.), Heidelberg University Hospital, Heidelberg, Germany
| | - Markus A Möhlenbruch
- From the Departments of Neuroradiology (R.G., A.P., U.N., N.S., M.A.M., M.B., F.S.) Heidelberg University Hospital, Heidelberg, Germany
| | - Martin Bendszus
- From the Departments of Neuroradiology (R.G., A.P., U.N., N.S., M.A.M., M.B., F.S.) Heidelberg University Hospital, Heidelberg, Germany
| | - Fatih Seker
- From the Departments of Neuroradiology (R.G., A.P., U.N., N.S., M.A.M., M.B., F.S.) Heidelberg University Hospital, Heidelberg, Germany
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Saba L, Chen H, Cau R, Rubeis G, Zhu G, Pisu F, Jang B, Lanzino G, Suri J, Qi Y, Wintermark M. Impact Analysis of Different CT Configurations of Carotid Artery Plaque Calcifications on Cerebrovascular Events. AJNR Am J Neuroradiol 2022; 43:272-279. [PMID: 35121588 PMCID: PMC8985662 DOI: 10.3174/ajnr.a7401] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 11/15/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND AND PURPOSE CT is considered the standard reference both for quantification and characterization of carotid artery calcifications. Our aim was to investigate the relationship among different types of calcium configurations detected with CT within the plaque with a novel classification and to investigate the prevalence of cerebrovascular events. MATERIALS AND METHODS Seven hundred ninety patients (men = 332; mean age, 69.7 [SD, 13] years; 508 symptomatic for cerebrovascular symptoms and 282 asymptomatic) who underwent computed tomography of the carotid arteries were retrospectively included in this institutional review board-approved study. The plaque was classified into 6 types according to the different types of calcium configurations as the following: type 1, complete absence of calcification within the plaque; type 2, intimal or superficial calcifications; type 3, deep or bulky calcifications; type 4, adventitial calcifications with internal soft plaque of <2 mm thickness; type 5, mixed patterns with intimal and bulky calcifications; and type 6, positive rim sign. RESULTS The highest prevalence of cerebrovascular events was observed for type 6, for which 89 of the 99 cases were symptomatic. Type 6 plaque had the highest degree of correlation with TIA, stroke, symptoms, and ipsilateral infarct for both sides with a higher prevalence in younger patients. The frequency of symptoms observed by configuration type significantly differed between right and left plaques, with symptoms observed more frequently in type 6 calcification on the right side (50/53; 94%) than on the left side (39/46; 85%, P < .001). CONCLUSIONS We propose a novel carotid artery plaque configuration classification that is associated with the prevalence of cerebrovascular events. If confirmed in longitudinal analysis, this classification could be used to stratify the risk of occurrence of ischemic events.
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Affiliation(s)
- L. Saba
- From the Department of Radiology (L.S., R.C., F.P.), Azienda Ospedaliero Universitaria di Cagliari, Cagliari, Italy
| | - H. Chen
- Department of Radiology (H.C., G.Z., B.J., M.W.), Division of Neuroradiology, Stanford University Hospital, Stanford, California
| | - R. Cau
- From the Department of Radiology (L.S., R.C., F.P.), Azienda Ospedaliero Universitaria di Cagliari, Cagliari, Italy
| | - G.D. Rubeis
- Department of Radiology, UOC of Diagnostic and Interventional Neuroradiology (G.D.R.), San Camillo-Forlanini Hospital, Rome, Italy
| | - G. Zhu
- Department of Radiology (H.C., G.Z., B.J., M.W.), Division of Neuroradiology, Stanford University Hospital, Stanford, California
| | - F. Pisu
- From the Department of Radiology (L.S., R.C., F.P.), Azienda Ospedaliero Universitaria di Cagliari, Cagliari, Italy
| | - B. Jang
- Department of Radiology (H.C., G.Z., B.J., M.W.), Division of Neuroradiology, Stanford University Hospital, Stanford, California
| | - G. Lanzino
- Department of Neurologic Surgery (G.L.), Mayo Clinic, Rochester, Minnesota
| | - J.S. Suri
- Stroke Monitoring and Diagnostic Division (J.S.S.), AtheroPoint, Roseville, California
| | - Y. Qi
- Department of Xuanwu Hospital (Y.Q.), Capital Medical University, Beijing, Chin
| | - M. Wintermark
- Department of Radiology (H.C., G.Z., B.J., M.W.), Division of Neuroradiology, Stanford University Hospital, Stanford, California
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Khasiyev F, Gutierrez J. Cervical Carotid Artery Dolichoectasia as a Marker of Increased Vascular Risk. J Neuroimaging 2020; 31:251-260. [PMID: 33244825 DOI: 10.1111/jon.12815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 11/08/2020] [Accepted: 11/12/2020] [Indexed: 11/26/2022] Open
Abstract
Cervical carotid artery (cCA) dolichoectasia (DE) is characterized by elongation, tortuosity, and/or dilatation. The prevalence of cCA DE has been reported 13-31% in population-based and 14-58% in hospital-based studies. The exact mechanisms of this aberrant arterial remodeling are unknown. Although atherosclerosis has often been implicated, the evidence has conflicting results that would support atherosclerosis as the underlying pathology. Actually, other nonatherosclerotic mechanisms related to connective tissue remodeling may play a role. Such mechanism is supported by epidemiological evidence that cCA DE is associated with carotid dissections. Similarly, cCA DE has been associated with vascular risk factors, but inconsistently. Fewer studies have evaluated the risk of vascular events in people with cCA DE. Cross-sectionally, cCA DE is associated with cerebrovascular disease, including white matter hyperintensities, lacunar stroke, and stroke overall. The often-conflicting results may in part be due to the heterogeneity of the population studies and variable definitions used. Preferential use of objective measure of cCA DE, such as carotid length, is advisable, and may help comparing result among different studies. Prospectively, people with cCA DE have a higher risk of vascular events, although it is uncertain if the risk of stroke is also higher in this population. In the absence of alternative stroke etiologies, stroke patients with cCA DE should be considered to have had a cryptogenic stroke and treated with daily antiplatelet therapy. Further population-based studies are needed to clarify whether specific therapies may be implement to reduce the risk of events among people with cCA DE.
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Affiliation(s)
- Farid Khasiyev
- Department of Neurology, Saint Louis University School of Medicine, St. Louis, MO
| | - Jose Gutierrez
- Department of Neurology, Columbia University Irving Medical Center, New York, NY
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Saba L, Zucca S, Gupta A, Micheletti G, Suri JS, Balestrieri A, Porcu M, Crivelli P, Lanzino G, Qi Y, Nardi V, Faa G, Montisci R. Perivascular Fat Density and Contrast Plaque Enhancement: Does a Correlation Exist? AJNR Am J Neuroradiol 2020; 41:1460-1465. [PMID: 32732275 DOI: 10.3174/ajnr.a6710] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 05/18/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND PURPOSE Inflammatory changes in the fat tissue surrounding the coronary arteries have been associated with coronary artery disease and high-risk vulnerable plaques. Our aim was to investigate possible correlations between the presence and degree of perivascular fat density and a marker of vulnerable carotid plaque, namely contrast plaque enhancement on CTA. MATERIALS AND METHODS One-hundred patients (76 men, 24 women; mean age, 69 years) who underwent CT angiography for investigation of carotid artery stenosis were retrospectively analyzed. Contrast plaque enhancement and perivascular fat density were measured in 100 carotid arteries, and values were stratified according to symptomatic (ipsilateral-to-cerebrovascular symptoms)/asymptomatic status (carotid artery with the most severe degree of stenosis). Correlation coefficients (Pearson ρ product moment) were calculated between the contrast plaque enhancement and perivascular fat density. The differences among the correlation ρ values were calculated using the Fisher r-to-z transformation. Mann-Whitney analysis was also calculated to test differences between the groups. RESULTS There was a statistically significant positive correlation between contrast plaque enhancement and perivascular fat density (ρ value = 0.6582, P value = .001). The correlation was stronger for symptomatic rather than asymptomatic patients (ρ value = 0.7052, P value = .001 versus ρ value = 0.4092, P value = .001). CONCLUSIONS There was a positive association between perivascular fat density and contrast plaque enhancement on CTA. This correlation was stronger for symptomatic rather than asymptomatic patients. Our results suggest that perivascular fat density could be used as an indirect marker of plaque instability.
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Affiliation(s)
- L Saba
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - S Zucca
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - A Gupta
- Stroke Diagnosis and Monitoring Division (J.S.S.), AtheroPoint (TM), Roseville, California
| | - G Micheletti
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - J S Suri
- Stroke Diagnosis and Monitoring Division (J.S.S.), AtheroPoint (TM), Roseville, California
| | - A Balestrieri
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - M Porcu
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - P Crivelli
- Department of Radiology (P.C.), Azienda Ospedaliero Universitaria, Sassari, Italy
| | - G Lanzino
- Department of Neurologic Surgery (G.L., V.N.), Mayo Clinic, Rochester, Minnesota
| | - Y Qi
- Xuanwu Hospital (Y.Q.), Capital Medical University Beijing, China
| | - V Nardi
- Department of Neurologic Surgery (G.L., V.N.), Mayo Clinic, Rochester, Minnesota
| | - G Faa
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
| | - R Montisci
- From the Departments of Radiology (L.S., S.Z., G.M., A.B., M.P.), Pathology (G.F.), and Vascular Surgery (R.M.), Azienda Ospedaliero Universitaria, Monserrato (Cagliari), Italy; Department of Radiology (A.G.), Weill Cornell Medicine, New York, New York
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Age and disease-related geometric and structural remodeling of the carotid artery. J Vasc Surg 2015; 62:1521-8. [DOI: 10.1016/j.jvs.2014.10.041] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Accepted: 10/20/2014] [Indexed: 11/19/2022]
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Johansson E, Fox AJ. Carotid Near-Occlusion: A Comprehensive Review, Part 1--Definition, Terminology, and Diagnosis. AJNR Am J Neuroradiol 2015; 37:2-10. [PMID: 26316571 DOI: 10.3174/ajnr.a4432] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2015] [Accepted: 04/08/2015] [Indexed: 12/28/2022]
Abstract
Carotid near-occlusion is distal ICA luminal collapse beyond a tight stenosis, where the distal lumen should not be used for calculating percentage stenosis. Near-occlusion with full ICA collapse is well-known, with a threadlike lumen. However, near-occlusion without collapse is often subtle and can be overlooked as a usual severe stenosis. More than 10 different terms have been used to describe near-occlusion, sometimes causing confusion. This systematic review presents what is known about carotid near-occlusion. In this first part, the foci are definition, terminology, and diagnosis.
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Affiliation(s)
- E Johansson
- From the Department of Pharmacology and Clinical Neuroscience (E.J.), Umeå University, Umeå, Sweden
| | - A J Fox
- Department of Neuroradiology (A.J.F.), Sunnybrook Heath Sciences Centre, University of Toronto, Toronto, Ontario, Canada
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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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Saba L, Sanfilippo R, Montisci R, Suri JS, Mallarini G. Carotid artery wall thickness measured using CT: inter- and intraobserver agreement analysis. AJNR Am J Neuroradiol 2011; 34:E13-8. [PMID: 22081682 DOI: 10.3174/ajnr.a2796] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
SUMMARY The purpose of this work was to compare inter- and intraobserver agreement in the analysis of CAWT by using MDCTA. The CAWT in 35 patients was quantified by 4 observers. Bland-Altman statistics were used to measure the agreement between observers. The results of our study demonstrated that the CAWT measured by using MDCTA shows a good reproducibility between observers by considering inter- and intraobserver agreement.
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Affiliation(s)
- L Saba
- Department of Radiology, Azienda Ospedaliero Universitaria, Cagliari 09045, Italy.
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Abstract
In the study of carotid arteries, modern techniques of imaging allow to analyze various alterations beyond simple luminal narrowing, including the morphology of atherosclerotic plaques, the arterial wall and the surrounding structures. By using CTA and MRI it is possible to obtain three-dimensional rendering of anatomic structures with excellent detail for treatment planning. This paper will detail the role of various imaging methods for the assessment of carotid artery pathology with emphasis on the detection, analysis and characterization of carotid atherosclerosis.
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Saba L. Digital subtraction angiography for the analysis of supra-aortic vessels: What is its role nowadays? World J Radiol 2011; 3:147-51. [PMID: 21860708 PMCID: PMC3158881 DOI: 10.4329/wjr.v3.i6.147] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2010] [Revised: 03/13/2011] [Accepted: 03/20/2011] [Indexed: 02/06/2023] Open
Abstract
For about 50 years, angiography represented the only imaging method for studying carotid arteries in order to detect the presence of pathological stenosis due to atherosclerotic plaque. Recently, thanks to the use of non-invasive methods, physicians are able to study and quantify the presence of carotid atherosclerosis in vivo. These procedures have enabled the introduction of new concepts: (1) the degree of carotid stenosis is approximate to the volume and extension of carotid plaque; and (2) a set of parameters, easily identifiable by computed tomography angiography, magnetic resonance angiogram and ultra-sound echo-color Doppler, are closely linked to the development of ischemic symptoms and can significantly increase the risk of stroke regardless of the degree of stenosis. In light of these findings, vulnerable plaques should be identified early, and the role of Digital Subtraction Angiography which is a purely technical luminal technique should be determined.
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Saba L, Sanfilippo R, Montisci R, Mallarini G. Carotid artery stenosis at MSCT: is there a threshold in millimeters that determines clinical significance? Cardiovasc Intervent Radiol 2011; 35:49-58. [PMID: 21301843 DOI: 10.1007/s00270-011-0108-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2010] [Accepted: 01/10/2011] [Indexed: 11/30/2022]
Abstract
PURPOSE The purpose of this work was to determine whether it is possible to identify a reliable carotid stenosis threshold--measured in millimeters (mm)--that is associated with cerebrovascular symptoms. METHODS Written, informed consent was obtained for each patient; 149 consecutive patients (98 men; median age, 68 years) were studied for suspected pathology of the carotid arteries by using MDCTA. In each patient, carotid artery stenosis was quantified using the mm-method. Continuous data were described as the mean value ± standard deviation (SD), and they were compared by using the Student's t test. A ROC curve was calculated to test the study hypothesis and identify a specific mm-stenosis threshold. Logistic regression analysis was performed to include other MDCTA findings, such as plaque type and ulcerations. A P value < 0.05 was considered to indicate statistical significance. RESULTS Twenty-six patients were excluded. Of those remaining, 75 patients suffered cerebrovascular symptoms (61%). There was a statistically significant difference (P = 0.0046) in the mm-carotid stenosis between patients with symptoms (1.31 ± 0.64 mm SD) and without symptoms (1.68 ± 0.79 mm SD). Multiple logistic regression analysis confirmed that symptoms were associated with increased luminal stenosis (P = 0.013) and with the presence of fatty plaques (P = 0.0491). Moreover, the ROC curve (Az = 0.669; ±0.051 SD; P = 0.0009) indicated that a threshold of 1.6 mm stenosis was associated with a sensitivity to symptoms of 76%. CONCLUSIONS The results of our study suggest an association between luminal stenosis (measure in mm) and the presence of cerebrovascular symptoms. Luminal stenosis of 1.6 mm is associated, with a sensitivity of 76%, with cerebrovascular symptoms.
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Affiliation(s)
- Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria, di Cagliari-Polo di Monserrato, s.s. 554, 09045 Monserrato, CA, Italy.
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