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Huang Z, Cheng XQ, Lu RR, Bi XJ, Liu YN, Deng YB. Incremental Prognostic Value of Carotid Plaque-RADS Over Stenosis Degree in Relation to Stroke Risk. JACC Cardiovasc Imaging 2025; 18:77-89. [PMID: 39243231 DOI: 10.1016/j.jcmg.2024.07.004] [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: 02/20/2024] [Revised: 06/25/2024] [Accepted: 07/12/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Recently, a standardized classification system for carotid atherosclerotic plaques, known as Carotid Plaque-RADS (Reporting and Data System), has been introduced. However, its capacity to improve stroke risk stratification beyond traditional stenosis degree assessment has not been extensively explored. OBJECTIVES This study aimed to determine the incremental prognostic value of Carotid Plaque-RADS over stenosis degree for stroke risk. METHODS A retrospective analysis was performed on data from January 2010 to December 2021, involving subjects who underwent magnetic resonance imaging, computed tomography angiography, and ultrasound evaluations of the carotid artery. Disease-free survival (DFS) and recurrence-free survival (RFS) rates were compared across different stenosis degrees, Carotid Plaque-RADS categories, and their combination, using the Kaplan-Meier and net reclassification improvement formula. RESULTS The study enrolled 1,378 subjects. During a follow-up period of 57 ± 25 months, 4.6% of 987 asymptomatic individuals and 16.9% of 391 subjects with stroke history experienced initial and recurrent strokes, respectively. Significant differences in DFS and RFS rates were found between subjects with mild/moderate and severe stenosis (P < 0.001). Significant differences in DFS rates were observed across Carotid Plaque-RADS categories (P < 0.001), with a notable decrease in DFS rates as Carotid Plaque-RADS categories increased from 1 to 4. This trend was similar in subjects with a history of stroke (P < 0.001). For patients with mild/moderate stenosis, significant differences in DFS and RFS rates were found between those with Carotid Plaque-RADS of ≥3 vs <3 (P < 0.001). Correct reclassification was achieved for 3.3% (32 of 979) of asymptomatic individuals and 9.7% (37 of 381) of subjects with a stroke history initially identified with mild/moderate stenosis. Incorporating Carotid Plaque-RADS with stenosis grading markedly improved risk assessment, resulting in net reclassification improvement of 63.8% for initial stroke and 47.8% for recurrent stroke prediction. The likelihood ratio test demonstrated that Carotid Plaque-RADS scores significantly enhanced the prognostic accuracy of stenosis degrees for both asymptomatic individuals and patients with a history of stroke (both P < 0.001). CONCLUSIONS Carotid Plaque-RADS significantly improves stroke risk stratification over traditional stenosis grading, especially in mild/moderate stenosis cases.
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Affiliation(s)
- Zhe Huang
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xue-Qing Cheng
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Rui-Rui Lu
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiao-Jun Bi
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ya-Ni Liu
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - You-Bin Deng
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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Sanghvi D, Shrivastava M. Carotid plaque imaging: Strategies beyond stenosis. Ann Indian Acad Neurol 2022; 25:11-14. [PMID: 35342272 PMCID: PMC8954334 DOI: 10.4103/aian.aian_483_21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 07/21/2021] [Accepted: 08/03/2021] [Indexed: 11/04/2022] Open
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Tsivgoulis G, Safouris A, Alexandrov AV. Ultrasonography. Stroke 2022. [DOI: 10.1016/b978-0-323-69424-7.00046-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Sztajzel RF, Engelter ST, Bonati LH, Mono M, Slezak A, Kurmann R, Nedeltchev K, Gensicke H, Traenka C, Baumgartner RW, Bonvin C, Hirt L, Medlin F, Burow A, Kägi G, Kapauer M, Vehoff J, Lovblad KO, Curtin F, Lyrer PA. Carotid plaque surface echogenicity predicts cerebrovascular events: An Echographic Multicentric Swiss Study. J Neuroimaging 2022; 32:1142-1152. [PMID: 35848388 PMCID: PMC9796934 DOI: 10.1111/jon.13026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Revised: 06/24/2022] [Accepted: 07/06/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND AND PURPOSE To determine the prognostic value for ischemic stroke or transitory ischemic attack (TIA) of plaque surface echogenicity alone or combined to degree of stenosis in a Swiss multicenter cohort METHODS: Patients with ≥60% asymptomatic or ≥50% symptomatic carotid stenosis were included. Grey-scale based colour mapping was obtained of the whole plaque and of its surface defined as the regions between the lumen and respectively 0-0.5, 0-1, 0-1.5, and 0-2 mm of the outer border of the plaque. Red, yellow and green colour represented low, intermediate or high echogenicity. Proportion of red color on surface (PRCS) reflecting low echogenictiy was considered alone or combined to degree of stenosis (Risk index, RI). RESULTS We included 205 asymptomatic and 54 symptomatic patients. During follow-up (median/mean 24/27.7 months) 27 patients experienced stroke or TIA. In the asymptomatic group, RI ≥0.25 and PRCS ≥79% predicted stroke or TIA with a hazard ratio (HR) of respectively 8.7 p = 0.0001 and 10.2 p < 0.0001. In the symptomatic group RI ≥0.25 and PRCS ≥81% predicted stroke or TIA occurrence with a HR of respectively 6.1 p = 0.006 and 8.9 p = 0.001. The best surface parameter was located at 0-0.5mm. Among variables including age, sex, degree of stenosis, stenosis progression, RI, PRCS, grey median scale values and clinical baseline status, only PRCS independently prognosticated stroke (p = 0.005). CONCLUSION In this pilot study including patients with at least moderate degree of carotid stenosis, PRCS (0-0.5mm) alone or combined to degree of stenosis strongly predicted occurrence of subsequent cerebrovascular events.
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Affiliation(s)
- Roman F Sztajzel
- Department of Neurology and Stroke CenterUniversity Hospital Geneva and Medical School
| | - Stefan T Engelter
- University of Basel,Neurorehabilitation Unit University of Basel and University Center for Medicine of Aging and Rehabilitation
| | | | | | | | | | | | | | | | | | - Christophe Bonvin
- Department of Neurology and Stroke CenterUniversity Hospital Geneva and Medical School
| | | | | | | | - Georg Kägi
- Department of NeurologyCantonal Hospital and Stroke CenterSt. Gallen
| | - Monika Kapauer
- Department of NeurologyCantonal Hospital and Stroke CenterSt. Gallen
| | - Jochen Vehoff
- Department of NeurologyCantonal Hospital and Stroke CenterSt. Gallen
| | - Karl O Lovblad
- University Hospital Geneva and Medical School and Department of Neuroradiology
| | - Francois Curtin
- Felix Platter Hospital, Basel, Department of Clinical PharmacologyUniversity Hospital Geneva
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Abstract
OBJECTIVES Embolic ischemic strokes cause significant mortality and morbidity worldwide. It has been proposed that some of these strokes are due to unstable carotid plaques with intraplaque hemorrhage (IPH) but a low overall degree of stenosis. Our aim was to test a fat-saturated T1-weighted (T1WI) black-blood sequence on MRI for the detection of IPH in symptomatic individuals and to quantify the relation between IPH, severity of stenoses, and ischemic brain lesions. MATERIALS AND METHODS Sixty-two patients were examined by 3T MRI. Sequences included brain diffusion-weighted imaging (DWI) as well as 3D turbo spin echo (TSE) fat-saturated black-blood T1 of the carotid bifurcations, to detect IPH as a focal intraplaque hyperintensity. Both carotid arteries were analyzed in each patient. The North American Symptomatic Carotid Endarterectomy Trial scale was used for quantification of stenosis degree. RESULTS Thirty-six out of 62 patients (mean age, 74) showed brain ischemia on DWI. Fifteen of these 36 patients (42%) had associated ipsilateral IPH at the carotid bifurcation or the proximal internal carotid artery. Mean degree of stenosis in this group was 50%. In 21 patients with ischemia without IPH, the mean degree of stenosis was 44%. CONCLUSIONS MRI with 3D TSE fat-saturated black-blood T1 technique is a safe, reliable, and noninvasive tool for the detection of IPH. A high percentage (42%) of ischemic events in patients with low- to moderate-degree stenosis were associated with IPH, an easily detectable imaging biomarker of plaque vulnerability. The ability to confirm IPH by MRI may help stratify patients into different risk and treatment groups in the future.
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Aplin AC, Nicosia RF. The plaque-aortic ring assay: a new method to study human atherosclerosis-induced angiogenesis. Angiogenesis 2019; 22:421-431. [DOI: 10.1007/s10456-019-09667-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 03/26/2019] [Indexed: 12/18/2022]
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Ramanathan R, Dey D, Nørgaard BL, Goeller M, Bjerrum IS, Antulov R, Diederichsen ACP, Sidelmann JJ, Gram JB, Sand NPR. Carotid plaque composition by CT angiography in asymptomatic subjects: a head-to-head comparison to ultrasound. Eur Radiol 2019; 29:5920-5931. [PMID: 30915562 DOI: 10.1007/s00330-019-06086-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Revised: 01/27/2019] [Accepted: 02/08/2019] [Indexed: 02/07/2023]
Abstract
OBJECTIVES To describe carotid plaque composition by computed tomography angiography (CTA) in asymptomatic subjects and to compare this to carotid plaque assessment by ultrasound, coronary plaques by coronary CTA, and inflammatory biomarkers in plasma. METHODS Middle-aged asymptomatic men, n = 43, without known cardiovascular disease and diabetes were included. Plaques in coronary and carotid arteries were evaluated using CTA. Total plaque volumes and plaque composition were assessed by a validated plaque analysis software. The 60% centile cut point was used to divide the population into low or high carotid total plaque volumes. The occurrence of carotid plaques and intima-media thickness (IMT) was estimated by ultrasound. RESULTS Carotid plaque by ultrasound was undiagnosed in 13 of 28 participants (46%) compared to CTA. Participants having carotid plaques by ultrasound had significantly higher absolute volumes of all CTA-defined carotid plaque subtypes and a higher fraction of calcified plaque. A high carotid total plaque volume was independently associated with age (adjusted odds ratio (OR) 1.41 [95% confidence interval (CI) 1.14-1.74], p = 0.001), IMT (adjusted OR 2.26 [95% CI 1.10-4.65], p = 0.03), and D-dimer (adjusted OR 8.86 [95% CI 1.26-62.37], p = 0.03). All coronary plaque features were significantly higher in participants with a high carotid total plaque volume. CONCLUSION The occurrence of carotid plaques in asymptomatic individuals is underestimated by ultrasound compared to plaque assessment by CTA. Carotid plaque composition by CTA is different in individuals with and without carotid plaques by ultrasound. KEY POINTS • The occurrence of carotid plaques by ultrasound was underestimated in 46% of participants who had plaques by carotid CTA. • Participants with carotid plaques by ultrasound had higher volumes of all plaque subtypes and a higher calcified plaque component as determined by carotid CTA compared to participants without carotid plaques by ultrasound. • A high carotid total plaque volume was independently associated with age, intima-media thickness, and D-dimer.
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Affiliation(s)
- Ramshanker Ramanathan
- Department of Cardiology, University Hospital of Southern Denmark, Esbjerg, Denmark.
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark.
- Department of Clinical Biochemistry, University Hospital of Southern Denmark, Esbjerg, Denmark.
- Unit for Thrombosis Research, Department of Regional Health Research, University of Southern Denmark, Esbjerg, Denmark.
| | - Damini Dey
- Cedars-Sinai Medical Center, Biomedical Imaging Research Institute, Los Angeles, CA, 90048, USA
| | - Bjarne L Nørgaard
- Department of Cardiology, Skejby University Hospital, Aarhus, Denmark
| | - Markus Goeller
- Cedars-Sinai Medical Center, Biomedical Imaging Research Institute, Los Angeles, CA, 90048, USA
| | - Ida S Bjerrum
- Department of Cardiology, University Hospital of Southern Denmark, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Ronald Antulov
- Department of Radiology, University Hospital of Southern Denmark, Esbjerg, Denmark
| | | | - Johannes J Sidelmann
- Department of Clinical Biochemistry, University Hospital of Southern Denmark, Esbjerg, Denmark
- Unit for Thrombosis Research, Department of Regional Health Research, University of Southern Denmark, Esbjerg, Denmark
| | - Jørgen B Gram
- Department of Clinical Biochemistry, University Hospital of Southern Denmark, Esbjerg, Denmark
- Unit for Thrombosis Research, Department of Regional Health Research, University of Southern Denmark, Esbjerg, Denmark
| | - Niels Peter R Sand
- Department of Cardiology, University Hospital of Southern Denmark, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
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Wu F, Song H, Ma Q, Xiao J, Jiang T, Huang X, Bi X, Guo X, Li D, Yang Q, Ji X, Fan Z. Hyperintense Plaque on Intracranial Vessel Wall Magnetic Resonance Imaging as a Predictor of Artery-to-Artery Embolic Infarction. Stroke 2018. [PMID: 29540606 DOI: 10.1161/strokeaha.117.020046] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE The aim of the present study was to investigate atherosclerotic plaque characteristics in patients with artery-to-artery (A-to-A) embolic infarction by whole-brain high-resolution magnetic resonance imaging. METHODS Seventy-four patients (mean age, 54.7±12.1 years; 59 men) with recent stroke in the territory of middle cerebral artery because of intracranial atherosclerotic disease were prospectively enrolled. Whole-brain high-resolution magnetic resonance imaging was performed in all the patients both precontrast and postcontrast administration by using a 3-dimensional T1-weighted vessel wall magnetic resonance imaging technique known as inversion-recovery prepared sampling perfection with application-optimized contrast using different flip angle evolutions. Patients were divided into A-to-A embolic infarction and non-A-to-A embolic infarction groups based on diffusion-weighted imaging findings. The characteristics of the intracranial atherosclerotic plaques were compared between groups. RESULTS A total of 74 intracranial atherosclerotic plaques were analyzed (36 in A-to-A embolism group and 38 in non-A-to-A embolism group). Hyperintense plaques (HIPs) were more frequently observed in A-to-A embolism group (75.0% versus 21.1%; P<0.001). Eighteen of the 27 HIPs (66.7%) demonstrated hyperintense spots or areas located adjacent to the lumen versus 9 HIPs (33.3%) located within the plaque in A-to-A embolism group. Furthermore, a higher prevalence of plaque surface irregularity was also observed in A-to-A embolism group (41.7% versus 18.4%; P=0.029). Logistic regression analysis showed that HIP was the most powerful independent predictor of A-to-A embolic infarction (P<0.001), with the odds ratio of 11.2 (95% confidence interval, 3.5-36.2). CONCLUSIONS A-to-A embolic infarction has distinct vulnerable plaque characteristics compared with non-A-to-A embolic infarction. HIP and plaque surface irregularity may predict A-to-A embolic infarction.
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Affiliation(s)
- Fang Wu
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Haiqing Song
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Qingfeng Ma
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Jiayu Xiao
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Tao Jiang
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Xiaoqin Huang
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Xiaoming Bi
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Xiuhai Guo
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Debiao Li
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Qi Yang
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.).
| | - Xunming Ji
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
| | - Zhaoyang Fan
- From the Department of Radiology, Xuanwu Hospital (F.W., Q.Y.), Department of Neurology, Xuanwu Hospital (H.S., Q.M., X.H., X.G.), Department of Neurosurgery, Xuanwu Hospital (X.J.), and Department of Radiology, Chaoyang Hospital (J.X., T.J.), Capital Medical University, Beijing, China; MR R&D, Siemens Healthcare, Los Angeles, CA (X.B.); and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, and Departments of Medicine and Bioengineering, University of California, Los Angeles (D.L., Q.Y., Z.F.)
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Liu T, Liu H, Feng L, Xiao B. Kinin B1 receptor as a novel, prognostic progression biomarker for carotid atherosclerotic plaques. Mol Med Rep 2017; 16:8930-8936. [PMID: 28990089 PMCID: PMC5779976 DOI: 10.3892/mmr.2017.7694] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Accepted: 09/21/2017] [Indexed: 11/06/2022] Open
Abstract
Stroke caused by atherosclerosis remains a leading cause of morbidity and mortality worldwide, associated with carotid plaque rupture and inflammation progression. However, the inflammatory biomarkers which aid in predicting the future course of plaques are less detailed. The present study investigated the association between plaque vulnerable and inflammatory biomarkers using blood and plaque specimens. Carotid plaque specimens were obtained from 80 patients following stroke, 14 patients suffering from transient ischaemic attack and 17 asymptomatic patients that underwent carotid endarterectomy. To assess changes in plaque characteristics at histological levels, plaques were categorized by the time between the latest ischemic stroke and surgical intervention within 30, 30‑90, 90‑180 and over 180 days following stroke. Serum levels of inflammatory biomarkers interleukin (IL)‑6, IL‑10 and kinin B1 receptor (B1R) were measured by ELISA. Histological assessment of plaque was used to evaluate the plaque stability, progression and the inflammatory biomarker levels. Comparisons of histological characteristics demonstrated that plaques revealed an unstable phenotype following stroke within 30, 30‑90 days and then remodeled into more stable plaques following stroke at 90‑180 and over 180 days. By comparing the serum levels of inflammatory biomarkers, it was observed that IL‑6 and B1R levels tended to decline whereas IL‑10 levels increased in stroke patients from <30 days to over 180 days. Immunohistochemical analysis of IL‑6, IL‑10 and B1R demonstrated similar alterations in serum levels. Correlation analyses revealed that only B1R serum level was significantly correlated with histological level in patients with carotid atherosclerosis. The findings revealed that serum B1R levels may provide prognostic information and currently act as potential indicators for progression in atherosclerosis.
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Affiliation(s)
- Tiantian Liu
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
| | - Hengfang Liu
- Department of Neurology, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, P.R. China
| | - Li Feng
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
| | - Bo Xiao
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
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Yang Y, Xue T, Zhu J, Xu J, Hu X, Wang P, Kong T, Yan Y, Yang L, Xue S. Serum lipoprotein-associated phospholipase A2 predicts the formation of carotid artery plaque and its vulnerability in anterior circulation cerebral infarction. Clin Neurol Neurosurg 2017. [PMID: 28644968 DOI: 10.1016/j.clineuro.2017.06.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Circulation inflammation markers such as high-sensitive C-reactive protein (hsCRP) and lipoprotein-associated phospholipase A2 (Lp-PLA2) are considered as predictors of cerebral and cardiac vascular diseases. However, the role of hsCRP and Lp-PLA2 in the anterior circulation cerebral infarction (ACI) is to be elaborated. PATIENTS AND METHODS We included 100 patients with acute anterior circulation cerebral infarction (AaCI group) and 50 non-infarction subjects (control group). Carotid artery was detected by color Doppler ultrasound. Subjects were grouped based on carotid intima-media thickness (IMT) and degree of stability of carotid atherosclerotic plaque. The levels of hsCRP and Lp-PLA2 were measured in corresponding groups and the association was analyzed. RESULTS hsCRP and Lp-PLA2 levels were the risk factors for AaCI. With the increment of carotid IMT and degree of plaque instability, the level of hsCRP and Lp-PLA2 showed an elevating tendency. hsCRP and Lp-PLA2 levels were significantly higher in plaque formation group than in IMT normal group (P=0.002 and P=0.001, respectively). hsCRP and Lp-PLA2 levels were significantly higher in vulnerable plaque group than in mixed plaque group and stable plaque group (P=0.003, P<0.001 for hsCRP and P<0.001, P<0.001 for Lp-PLA2). Lp-PLA2 was finally included in the atherosclerotic plaque model (OR=1.019, 95% confidence interval (CI): 1.003-1.035, P=0.020) and vulnerable plaque model (OR=1.041, 95%CI: 1.017-1.065, P=0.001) by performing multivariate logistic regression analysis. The area under the ROC curve (AUC) of Lp-PLA2 levels for atherosclerotic plaque was 0.746 (95% CI: 0.628-0.865, P<0.001). The optimal cut-off value for Lp-PLA2 level was 267.5ng/ml, and its sensitivity and specificity for diagnosis of atherosclerotic plaque were 70.8% and 67.1%, respectively. CONCLUSIONS The current study demonstrates that hsCRP and Lp-PLA2 are among the risk factors for AaCI. Elevated hsCRP and Lp-PLA2 are associated with carotid plaque formation. Univariate and multivariate logistic regression analysis suggests that elevated Lp-PLA2 is the independent risk factor for carotid plaque and its vulnerability.
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Affiliation(s)
- Yuping Yang
- Department of Neurology, The First Affiliated Hospital of SooChow University, SuZhou, China
| | - Tao Xue
- SooChow University Health Science Center, Suzhou City, China
| | - Juehua Zhu
- Department of Neurology, The First Affiliated Hospital of SooChow University, SuZhou, China
| | - Jiayi Xu
- SooChow University Health Science Center, Suzhou City, China
| | - Xiaowei Hu
- Department of Neurology, The First Affiliated Hospital of SooChow University, SuZhou, China
| | - Penghao Wang
- Department of Neurology, The First Affiliated Hospital of SooChow University, SuZhou, China
| | - Tao Kong
- Department of Neurology, The First Affiliated Hospital of SooChow University, SuZhou, China
| | - Yan Yan
- Department of Neurology,Western District of Suzhou Municipal Hospital, Suzhou City, China
| | - Lihui Yang
- Department of Neurology, The First Affiliated Hospital of SooChow University, SuZhou, China
| | - Shouru Xue
- Department of Neurology, The First Affiliated Hospital of SooChow University, SuZhou, China.
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Axisa B, Naylor AR, London N, Bell PRF, Thompson MM. The Influence of Carotid Plaque Morphology on the Development of Cerebral Symptoms. ACTA ACUST UNITED AC 2016. [DOI: 10.1177/153857440003400405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Large randomized trials such as the European Carotid Surgery Trial (ECST) and North American Symptomatic Carotid Endarterectomy Trial (NASCET) have defined a role for carotid endarterectomy in symptomatic patients with severe carotid artery stenosis. Data from the same trials also shows that a subgroup of patients with less severe stenosis with a higher risk of stroke might benefit form carotid endarterectomy. In recent years, it has become apparent that besides the degree of stenosis, the morphology of the plaque itself plays a significant role in its potential for development of symptoms, and noninvasive methods of assessing plaque morphology are currently being developed. This paper reviews the literature regarding the relationship between carotid plaque morphology and the potential for development of clinical symptoms. Methods: A Medline search and a meta-analysis of the literature was carried out. Intraplaque hemorrhage and plaque ulceration were both found to be associated with a higher risk of stroke development (p = 0.001 and 0.0001, respectively). Intraluminal thrombus was not found to be associated with an increased risk of symptom development in the data analyzed. A possible explanation for this incongruous finding is discussed. In addition, the paper also discusses the role of noninvasive plaque characterization as a method of identifying unstable plaques in the future. Conclusion: Certain characteristics of plaque morphology correlate with a higher risk of development of symptoms and better noninvasive identification of plaque characterization will lead to better patient selection and may be especially useful identifying patients with lower degrees of stenosis but with potentially unstable plaques who might benefit from carotid endarterectomy but do not qualify for surgery using currently accepted criteria.
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Affiliation(s)
| | | | | | | | - M. M. Thompson
- Department of Surgery, Leicester Royal Infirmary, United Kingdom
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AbuRahma AF, Covelli MA, Robinson PA, Holt SM. The Role of Carotid Duplex Ultrasound in Evaluating Plaque Morphology: Potential Use in Selecting Patients for Carotid Stenting. J Endovasc Ther 2016. [DOI: 10.1177/152660289900600109] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Purpose: To study the role of duplex ultrasonography in evaluating plaque morphology and its correlation to neurological symptoms and cerebral infarctions on computed tomographic scans. Methods: The hospital records of 181 patients (107 males; average age 66 years, range 41 to 89) with > 50% carotid stenosis (29 bilateral lesions) who had undergone duplex ultrasonography, carotid arteriography, and cerebral computed tomography were studied retrospectively. Of 210 duplex examinations, 139 were appropriate for morphological analysis of surface characteristics and echogenicity. Results: Over half of the plaques examined had irregular surfaces (81, 58%) and displayed mixed (i.e., heterogeneous) echogenic patterns (74, 53%). Irregular (68 of 81, 84%) and heterogeneous (65 of 74, 88%) plaques were associated with ipsilateral neurological symptoms (p < 0.0001). Similarly, 44 (54%) of 81 irregular plaques and 42 (57%) of 74 heterogeneous plaques were found in patients with cerebral infarctions in the carotid territory (p < 0.0001). Conclusions: Heterogeneous and/or irregular plaques were more often associated with both neurological symptoms and infarctions than smooth or homogeneous plaques. These findings may have implications in patient selection for endoluminal therapy.
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Li F, Wang X. Bilateral symmetry of human carotid artery atherosclerosis: a multi-contrast weighted MR study. Int J Cardiovasc Imaging 2016; 32:1219-26. [DOI: 10.1007/s10554-016-0890-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 04/02/2016] [Indexed: 02/05/2023]
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15
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Haršány M, Tsivgoulis G, Alexandrov AV. Ultrasonography. Stroke 2016. [DOI: 10.1016/b978-0-323-29544-4.00046-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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16
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Alani A, Budoff MJ. Aortic, Renal, Mesenteric and Carotid CT Angiography. CARDIAC CT IMAGING 2016:319-336. [DOI: 10.1007/978-3-319-28219-0_18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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17
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Braca JA, Bookland MJ, Heiferman DM, Loftus CM. Indications for Carotid Endarterectomy in Patients with Asymptomatic and Symptomatic Carotid Stenosis. Stroke 2016. [DOI: 10.1016/b978-0-323-29544-4.00074-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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18
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Tromba L, Tartaglia F, Blasi S, Giuliani A, Carbotta S, Kiltzanidi D, Cavaiola S, Tortorelli G, Carbotta G, Pelle F. Is Carotid Stenosis in Women a Gender-Related Condition? J Womens Health (Larchmt) 2015; 25:348-54. [PMID: 26555221 DOI: 10.1089/jwh.2015.5300] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND We set out to study, through ultrasound examinations, the carotid bifurcation in men and women with/without carotid stenosis to look for anatomical and electrophysiologic differences. We evaluated other variables to look for differences that might explain the dissimilar behavior of this disease in the two sexes and the presence and impact of risk factors. METHODS We examined 974 subjects aged 25 to 88 years (478 men and 496 women) in whom we considered heart rate, smoking status, and the presence of hypertension, diabetes, hypercholesterolemia, and hypertriglyceridemia. Ultrasound examination of the neck vessels included measurement of intimal medial thickness (IMT), vessel diameter, and outflow area/inflow area ratio. We established plaque location, echogenicity and echostructure, and the percentage of stenosis owing to plaque and measured systolic velocity, flow direction, and the depth of detection of these parameters. We used the apnea and hyperpnea test to assess cerebrovascular reactivity. RESULTS Hypertension and hypercholesterolemia were the most frequent risk factors. Women had a higher heart rate, whereas men had significantly greater IMT. The presence of atheromatous plaque was significantly correlated with age in both sexes, with men having a higher prevalence of carotid plaques. The sexes differed significantly with regard to plaque location, echogenicity, echostructure, and intracranial circulation. Women had a slightly higher blood flow velocity in the intracranial arteries. Risk factors affected plaque formation and extent more in men than in women. CONCLUSIONS These findings suggest that carotid stenosis is a gender-related trait.
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Affiliation(s)
- Luciana Tromba
- 1 Surgical Sciences Department, Sapienza University of Rome , Rome, Italy
| | | | - Sara Blasi
- 1 Surgical Sciences Department, Sapienza University of Rome , Rome, Italy
| | | | - Sabino Carbotta
- 1 Surgical Sciences Department, Sapienza University of Rome , Rome, Italy
| | - Demetra Kiltzanidi
- 1 Surgical Sciences Department, Sapienza University of Rome , Rome, Italy
| | - Stefania Cavaiola
- 1 Surgical Sciences Department, Sapienza University of Rome , Rome, Italy
| | | | - Giovanni Carbotta
- 1 Surgical Sciences Department, Sapienza University of Rome , Rome, Italy
| | - Fabio Pelle
- 1 Surgical Sciences Department, Sapienza University of Rome , Rome, Italy
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19
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Carotid endarterectomy for symptomatic low-grade carotid stenosis. J Vasc Surg 2014; 59:25-31. [DOI: 10.1016/j.jvs.2013.06.079] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2013] [Revised: 06/19/2013] [Accepted: 06/21/2013] [Indexed: 11/19/2022]
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20
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Acharya UR, Faust O, S VS, Alvin APC, Krishnamurthi G, Seabra JCR, Sanches J, Suri JS. Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2013; 110:66-75. [PMID: 23122720 DOI: 10.1016/j.cmpb.2012.09.008] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2011] [Revised: 09/07/2012] [Accepted: 09/24/2012] [Indexed: 06/01/2023]
Abstract
Characterization of carotid atherosclerosis and classification into either symptomatic or asymptomatic is crucial in terms of diagnosis and treatment planning for a range of cardiovascular diseases. This paper presents a computer-aided diagnosis (CAD) system (Atheromatic) that analyzes ultrasound images and classifies them into symptomatic and asymptomatic. The classification result is based on a combination of discrete wavelet transform, higher order spectra (HOS) and textural features. In this study, we compare support vector machine (SVM) classifiers with different kernels. The classifier with a radial basis function (RBF) kernel achieved an average accuracy of 91.7% as well as a sensitivity of 97%, and specificity of 80%. Thus, it is evident that the selected features and the classifier combination can efficiently categorize plaques into symptomatic and asymptomatic classes. Moreover, a novel symptomatic asymptomatic carotid index (SACI), which is an integrated index that is based on the significant features, has been proposed in this work. Each analyzed ultrasound image yields on SACI number. A high SACI value indicates that the image shows symptomatic and low value indicates asymptomatic plaques. We hope this SACI can support vascular surgeons during routine screening for asymptomatic plaques.
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Affiliation(s)
- U Rajendra Acharya
- Department of Electrical and Computer Engineering, Ann Polytechnic, Singapore 599489, Singapore
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21
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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: 28] [Impact Index Per Article: 2.3] [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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22
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Hashimoto N, Hama S, Yamane K, Kurisu K. Carotid arterial intraplaque hemorrhage and calcification influences cerebral hemodynamics. Neurosurg Rev 2012; 36:421-7. [PMID: 23238946 DOI: 10.1007/s10143-012-0445-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2011] [Revised: 08/25/2012] [Accepted: 10/03/2012] [Indexed: 11/25/2022]
Abstract
We evaluated associations between cerebral blood flow (CBF) and histopathological features in atherosclerotic lesions of the internal carotid artery. Cerebrovascular reactivity (CVR) and CBF were measured in 72 patients with unilateral carotid artery stenosis who underwent Xe-CT before carotid endarterectomy. Collateral blood flow was estimated as stump pressure. Proportions of fibrous tissue, intraplaque hemorrhage (IPH), and calcification were pathologically compared with the entire plaque body. The Spearman's rank test and stepwise multiple linear regression analysis revealed that the IPH rate significantly and negatively correlated with CBF, whereas the calcification rate positively correlated with CVR. One-way analysis of variance showed that IPH and the absence of calcification might confer a risk for CBF and CVR reduction. Thus, not only the stenosis rate but also the degree of IPH and calcification in carotid arterial plaque are notable risk factors for ischemic stroke.
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Affiliation(s)
- Naomi Hashimoto
- Department of Neurosurgery, Chugoku Rousai Hospital, Tagaya 1-5-1, Hiro, Kure-shi, Hiroshima, 737-0193, Japan.
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Elias RM, Wald JT, Kallmes DF. Diagnosis of carotid artery stenosis with oculopneumoplethysmography alone and in combination with MRA. Vasc Health Risk Manag 2012; 8:631-9. [PMID: 23209371 PMCID: PMC3511188 DOI: 10.2147/vhrm.s35041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Indexed: 11/23/2022] Open
Abstract
Background: The purpose of this study was to assess the accuracy of oculopneumoplethysmography (OPG) for the diagnosis of carotid artery stenosis both alone and in conjunction with carotid magnetic resonance angiography (MRA). Methods: This retrospective study reviewed patients who had undergone both OPG and digital subtraction angiography (DSA, 90 patients, 174 vessels) within two weeks to determine the accuracy of OPG with DSA as the reference standard for the detection of carotid artery stenosis. Three carotid artery stenosis thresholds (≥50%, ≥70%, ≥80%) were analyzed. The accuracy of the combination of OPG and MRA was analyzed in a subset of patients who underwent OPG and MRA and DSA (53 patients, 94 vessels). Results: The sensitivity and negative predictive value of OPG increased with higher-degree carotid artery stenoses, and for lesions ≥ 80%, these values were 85.3% and 94.2%, respectively. Specificity and positive predictive values were lower at all thresholds, and were 72.9% and 49.3%, respectively, at the ≥80% stenosis threshold. When OPG and MRA were concordant, the sensitivity and specificity for carotid artery stenoses ≥ 80% were 91.0% and 97.8%, respectively. OPG correctly identified 71.4% of false-positive and 80.0% of false-negative magnetic resonance angiographies for that degree of carotid artery stenosis. Conclusion: OPG appears to be an accurate rule-out test for hemodynamically significant carotid artery stenosis. OPG augments the accuracy of MRA for detection of carotid artery disease.
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Affiliation(s)
- Richard M Elias
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
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24
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Acharya UR, Sree SV, Krishnan MMR, Molinari F, Saba L, Ho SYS, Ahuja AT, Ho SC, Nicolaides A, Suri JS. Atherosclerotic risk stratification strategy for carotid arteries using texture-based features. ULTRASOUND IN MEDICINE & BIOLOGY 2012; 38:899-915. [PMID: 22502883 DOI: 10.1016/j.ultrasmedbio.2012.01.015] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Revised: 01/15/2012] [Accepted: 01/20/2012] [Indexed: 05/31/2023]
Abstract
Plaques in the carotid artery result in stenosis, which is one of the main causes for stroke. Patients have to be carefully selected for stenosis treatments as they carry some risk. Since patients with symptomatic plaques have greater risk for strokes, an objective classification technique that classifies the plaques into symptomatic and asymptomatic classes is needed. We present a computer aided diagnostic (CAD) based ultrasound characterization methodology (a class of Atheromatic systems) that classifies the patient into symptomatic and asymptomatic classes using two kinds of datasets: (1) plaque regions in ultrasound carotids segmented semi-automatically and (2) far wall gray-scale intima-media thickness (IMT) regions along the common carotid artery segmented automatically. For both kinds of datasets, the protocol consists of estimating texture-based features in frameworks of local binary patterns (LBP) and Law's texture energy (LTE) and applying these features for obtaining the training parameters, which are then used for classification. Our database consists of 150 asymptomatic and 196 symptomatic plaque regions and 342 IMT wall regions. When using the Atheromatic-based system on semiautomatically determined plaque regions, support vector machine (SVM) classifier was adapted with highest accuracy of 83%. The accuracy registered was 89.5% on the far wall gray-scale IMT regions when using SVM, K-nearest neighbor (KNN) or radial basis probabilistic neural network (RBPNN) classifiers. LBP/LTE-based techniques on both kinds of carotid datasets are noninvasive, fast, objective and cost-effective for plaque characterization and, hence, will add more value to the existing carotid plaque diagnostics protocol. We have also proposed an index for each type of datasets: AtheromaticPi, for carotid plaque region, and AtheromaticWi, for IMT carotid wall region, based on the combination of the respective significant features. These indices show a separation between symptomatic and asymptomatic by 4.53 units and 4.42 units, respectively, thereby supporting the texture hypothesis classification.
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Affiliation(s)
- U Rajendra Acharya
- Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore
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25
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Chatzikonstantinou A, Wolf ME, Schaefer A, Hennerici MG. Asymptomatic and symptomatic carotid stenosis: an obsolete classification? Stroke Res Treat 2012; 2012:340798. [PMID: 22315705 PMCID: PMC3270474 DOI: 10.1155/2012/340798] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2011] [Accepted: 10/16/2011] [Indexed: 11/25/2022] Open
Abstract
Since many years, clinical decisions about the management of patients with carotid stenosis have been based on the distinction between "asymptomatic" and "symptomatic" presentations. This was also reflected by the design of previous studies on the surgical versus conservative treatment and of current studies on interventional treatment versus surgery. Both terms, however, only address different phases of activity of the one and the same condition and blur the significant message that carotid stenosis is a most important marker of systemic atherosclerosis, which is accompanied by a much higher risk of cardiovascular events rather than stroke. As a consequence, early diagnosis and followup during best medical treatment, life-style management, regular cardiovascular assessment, and good control of all vascular risk factors should be recommended in all patients with carotid stenosis-whether identified in the long-lasting "silent" or short-lasting "vulnerable" period lasting only a few weeks after cerebral ischemia. Patients in this short time window benefit from additional carotid intervention, under the condition of an individually favorable benefit-risk ratio ("individual vulnerability").
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Affiliation(s)
- Anastasios Chatzikonstantinou
- Department of Neurology, UniversitätsMedizin Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Marc E. Wolf
- Department of Neurology, UniversitätsMedizin Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Anke Schaefer
- Department of Neurology, UniversitätsMedizin Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Michael G. Hennerici
- Department of Neurology, UniversitätsMedizin Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
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Chahal NS, Lim TK, Jain P, Chambers JC, Kooner JS, Senior R. Does subclinical atherosclerosis burden identify the increased risk of cardiovascular disease mortality among United Kingdom Indian Asians? A population study. Am Heart J 2011; 162:460-6. [PMID: 21884861 DOI: 10.1016/j.ahj.2011.06.018] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2011] [Accepted: 06/21/2011] [Indexed: 11/17/2022]
Abstract
BACKGROUND Indian Asians living in the United Kingdom have a >50% higher risk of cardiovascular disease (CVD) death compared with native European whites. The mechanisms underlying their excess mortality are not clear, and there are no validated tools capable of identifying this increased risk. The burden of subclinical atherosclerosis detected in the carotid arteries is an established prognosticator for major CVD events. We hypothesized that the increased prevalence of CVD among Indian Asians would be reflected by their having a greater burden of subclinical carotid artery atherosclerosis compared with European whites. METHODS We studied 2,288 healthy subjects and 148 patients with known CVD from the London Life Sciences Prospective Population study who underwent carotid ultrasonography for assessment of intima-media thickness (IMT), plaque prevalence, and plaque echogenicity. RESULTS The prevalence of CVD was significantly higher among Indian Asians compared with European whites (odds ratio 1.72, 95% CI 1.2-2.3). Intima-media thickness was slightly higher in European whites compared with that of Indian Asians (0.66 vs 0.65 mm, P = .06), reflecting their higher Framingham Risk Score. After adjustment for cardiovascular risk factors, there were no significant differences in IMT, plaque prevalence, or plaque echogenicity between the 2 ethnic groups regardless of CVD status. CONCLUSION The burden of carotid atherosclerosis does not identify the markedly increased risk of CVD among United Kingdom Indian Asians. Other markers and mechanisms of disease require investigation in this high-risk group.
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Affiliation(s)
- Navtej S Chahal
- Department of Cardiovascular Medicine, Northwick Park Hospital, Harrow, UK
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27
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Mofidi R, Powell T, Crotty T, Sheehan S, Mehigan D, MacErlaine D, Keaveny T. Increased internal carotid artery peak systolic velocity is associated with presence of significant atherosclerotic plaque instability independent of degree of ICA stenosis. Int J Angiol 2011. [DOI: 10.1007/s00547-005-1079-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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28
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Acharya RU, Faust O, Alvin APC, Sree SV, Molinari F, Saba L, Nicolaides A, Suri JS. Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound. J Med Syst 2011; 36:1861-71. [DOI: 10.1007/s10916-010-9645-2] [Citation(s) in RCA: 88] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2010] [Accepted: 12/20/2010] [Indexed: 12/01/2022]
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Meairs S, Hennerici M, Mohr J. Ultrasonography. Stroke 2011. [DOI: 10.1016/b978-1-4160-5478-8.10044-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Huang X, Teng Z, Canton G, Ferguson M, Yuan C, Tang D. Intraplaque hemorrhage is associated with higher structural stresses in human atherosclerotic plaques: an in vivo MRI-based 3D fluid-structure interaction study. Biomed Eng Online 2010; 9:86. [PMID: 21194481 PMCID: PMC3024221 DOI: 10.1186/1475-925x-9-86] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2010] [Accepted: 12/31/2010] [Indexed: 12/15/2022] Open
Abstract
Background Studies using medical images have shown that intraplaque hemorrhage may accelerate plaque progression and may produce a stimulus for atherosclerosis development by increasing lipid core and plaque volume and creating new destabilizing factors. Image-based 3D computational models with fluid-structure interactions (FSI) will be used to perform plaque mechanical analysis and investigate possible associations between intraplaque hemorrhage and both plaque wall stress (PWS) and flow shear stress (FSS). Methods In vivo MRI data of carotid plaques from 5 patients with intraplaque hemorrhage confirmed by histology were acquired. 3D multi-component FSI models were constructed for each plaque to obtain mechanical stresses. Plaque Wall Stress (PWS) and Flow Shear Stress (FSS) were extracted from all nodal points on the lumen surface of each plaque for analysis. Results The mean PWS value from all hemorrhage nodes of the 5 plaques combined was higher than that from non-hemorrhage nodes (75.6 versus 68.1 kPa, P = 0.0003). The mean PWS values from hemorrhage nodes for each of the 5 plaques were all significantly higher (5 out of 5) than those from non-hemorrhage nodes (P < 0.05). The mean FSS value from all hemorrhage nodes of the 5 plaques combined was 30.4% higher than that from all non-hemorrhage nodes (15.0 versus 11.5 dyn/cm2, P = 0.0002). However, the mean flow shear stress values from individual cases showed mixed results: only one out of five plaques showed mean FSS value from hemorrhage nodes was higher than that from non-hemorrhage nodes; three out of five plaques showed that their mean FSS values from hemorrhage nodes were lower than those from non-hemorrhage nodes; and one plaque showed that the difference had no statistical significance. Conclusion The results of this study suggested that intraplaque hemorrhage nodes were associated with higher plaque wall stresses. Compared to flow shear stress, plaque wall stress has a better correlation with plaque component feature (hemorrhage) linked to plaque progression and vulnerability. With further validation, plaque stress analysis may provide additional stress indicators for image-based vulnerability assessment.
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Affiliation(s)
- Xueying Huang
- School of Mathematical Sciences, Xiamen University, Xiamen, Fujian 361005, PR China
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31
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Systematic review on the association between calcification in carotid plaques and clinical ischemic symptoms. J Vasc Surg 2010; 51:1015-25. [DOI: 10.1016/j.jvs.2009.08.072] [Citation(s) in RCA: 87] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2009] [Revised: 08/11/2009] [Accepted: 08/16/2009] [Indexed: 11/30/2022]
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32
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Basta G, Castagnini M, Del Turco S, Epistolato MC, Righini P, Sangiorgi GM, De Caterina R, Tanganelli P. High plasma levels of the soluble receptor for advanced glycation endproducts in patients with symptomatic carotid atherosclerosis. Eur J Clin Invest 2009; 39:1065-72. [PMID: 19811526 DOI: 10.1111/j.1365-2362.2009.02212.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND Advanced glycation endproducts (AGEs), particularly carboxymethyl(lysine)-adducts (CML), exert part of their cellular effects by binding to a receptor, named receptor for AGEs (RAGE). The soluble form of this receptor (sRAGE) has been shown to have an athero-protective role. We hypothesized the existence of a relationship between the AGE-RAGE axis and the occurrence of symptoms related to carotid atherosclerosis in nondiabetic conditions. MATERIALS AND METHODS We evaluated plasma levels of CML and sRAGE (by ELISA), and tissue levels (tAGEs and tRAGE, semiquantitatively, by immunohistochemistry) in endarterectomy carotid plaque tissue in 29 nondiabetic patients. At the time of surgery, 10 patients were asymptomatic and 19 were symptomatic. RESULTS Plasma levels of sRAGE were higher in symptomatic patients than in asymptomatic patients [median (interquartile range): 676 (394-858) pg mL(-1) vs. 347 (284-479) pg mL(-1), P = 0.009]. In symptomatic patients, plasma levels of sRAGE correlated positively with CML (r = 0.60, P < 0.01), C-reactive protein (CRP) (r = 0.618, P < 0.01) and fibrinogen (r = 0.522, P<0.005), while in asymptomatic patients, no correlation was observed. Although tissue and plasma levels of AGEs and RAGE did not correlate between each other, tAGEs and tRAGE were also positively correlated only in symptomatic patients (chi(2) = 8.93, P = 0.003). CONCLUSIONS Plasma levels of sRAGE are higher in symptomatic than asymptomatic carotid atherosclerosis. Higher levels of sRAGE in symptomatic patients may be markers of a higher degree of vascular inflammation in such patients.
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Affiliation(s)
- G Basta
- CNR Institute of Clinical Physiology, Pisa, Italy
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Mühlenbruch G, Das M, Mommertz G, Schaaf M, Langer S, Mahnken AH, Wildberger JE, Thron A, Günther RW, Krings T. Comparison of dual-source CT angiography and MR angiography in preoperative evaluation of intra- and extracranial vessels: a pilot study. Eur Radiol 2009; 20:469-76. [PMID: 19697041 DOI: 10.1007/s00330-009-1547-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2009] [Revised: 06/02/2009] [Accepted: 06/12/2009] [Indexed: 10/20/2022]
Abstract
Besides the assessment of carotid artery stenosis, evaluation of the vascular anatomy and lesions within both the extra- and intracranial arteries is crucial for proper clinical evaluation, treatment choice and planning. The purpose of our study was to evaluate the potential of dual-source CTA and 3T-MRA. In 16 symptomatic CAS patients, contrast-enhanced DSCT and 3T-MRA examinations were performed. For DSCT a dual-energy protocol with a 64 x 0.6-mm collimation was applied. In 3T-MRA intracranial high-resolution unenhanced TOF and extracranial contrast-enhanced MRA were performed. All examinations were analyzed for relevant morphologic and pathologic features or anomalies, and a total of 624 vessel segments were scored. All examinations were of diagnostic image quality with good to excellent vessel visibility. Almost all intracranial arteries were significantly better visualized by MRA compared to CTA (five of six vessels, p < 0.05). DSCT however allowed for further morphological carotid stenosis description, especially with respect to calcification. Although MRA proved to be superior in visualization of smaller intracranial arteries, all pre-interventionally relevant information could be perceived from DSCT. DSCT and MRA may both be regarded as a reliable, fast, pre-interventional imaging investigation in patients with carotid artery stenosis.
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Affiliation(s)
- Georg Mühlenbruch
- Department of Diagnostic and Interventional Radiology, RWTH Aachen University, Pauwelsstr. 30, 52057 Aachen, Germany.
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Saba L, Montisci R, Sanfilippo R, Mallarini G. Multidetector row CT of the brain and carotid artery: a correlative analysis. Clin Radiol 2009; 64:767-78. [PMID: 19589415 DOI: 10.1016/j.crad.2009.03.009] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2008] [Revised: 03/16/2009] [Accepted: 03/19/2009] [Indexed: 01/02/2023]
Abstract
AIM To evaluate the association between types of carotid plaque, the presence of prior ischaemic events detectable with CT, and patient's symptoms. MATERIALS AND METHODS Between January 2004 and May 2006, 112 patients were evaluated using multidetector row computed tomography angiography (MDCTA) of the carotid arteries and computed tomography (CT) of the brain. Carotid arteries were categorized by evaluating the degree of stenosis according to North American Symptomatic Carotid Endarterectomy Trial (NASCET) criteria, the type of plaque, and the presence of plaque ulceration. The brain was assessed via CT for the presence, type, and position of lesions. Chi-square tests, Student's t test, and simple logistic regression analysis were performed and the Cohen kappa test was applied for interobserver variability measurement. RESULTS The Chi-square test indicated a statistically significant association between the presence of fatty plaques (p=0.005) and CT-detectable lesions in the brain (p=0.004). Moreover, the number of patients with CT-detectable brain lesions was greater in patients with >70% stenosis than in those with <70% stenosis (p=0.007). Logistic regression confirmed the association between fatty plaque and symptoms (p=0.001), between >70% stenosis and symptoms (p=0.041), and an inverse association between calcified plaque and symptoms (p=0.009). CONCLUSION MDCTA allows adequate evaluation of the type of plaque. The results of the present study indicate that there is an association between cerebral lesions, symptoms, and fatty plaque in the carotid artery. The degree of stenosis also correlated with cerebral lesions and symptoms. According to the obtained data, the type of carotid plaque should be included among primary parameters in the classification of patients' risk class.
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Affiliation(s)
- L Saba
- Department of Imaging Science, Policlinico Universitario, s.s. 554 Monserrato (Cagliari) 09045, Italy.
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Momjian I, Momjian S, Albanese S, Comelli M, Lovblad K, Sztajzel R. Visual Analysis or Semi-Automated Gray-Scale-Based Color Mapping of the Carotid Plaque: Which Method Correlates the Best with the Presence of Cerebrovascular Symptoms and/or Lesions on MRI? J Neuroimaging 2009; 19:119-26. [DOI: 10.1111/j.1552-6569.2008.00268.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Milei J, Lavezzi AM, Bruni B, Grana DR, Azzato F, Matturri L. Carotid barochemoreceptor pathological findings regarding carotid plaque status and aging. Can J Cardiol 2009; 25:e6-e12. [PMID: 19148350 DOI: 10.1016/s0828-282x(09)70023-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Carotid barochemoreceptor pathological lesions have been studied in animals, but few human necropsies have been performed. Therefore, data rely on case patients following surgery, radiotherapy and carotid endarterectomy. Almost no data are available regarding whether the effect of aging prevails over pathological conditions, despite the classic description that glomic fibrosis increases with age. OBJECTIVE To morphometrically characterize the alterations of the carotid barochemoreceptors and their supplying arteries. METHODS Patients (n=23) who had suffered and died from stroke, with and without complicated internal carotid atheromatosis, were divided by age (group 1: older than 80 years; group 2: 65 to 80 years; and group 3: younger than 65 years). Carotid segments were obtained at autopsy. The specimens were stained for light microscopy and immunohistochemistry. RESULTS Carotid glomus presented from moderate-to-severe atrophy and fibrosis. A focal decrease in vascularization (CD34-positive) of the glomus (greater than 50%) was observed in areas of atrophy and fibrosis. Damaged nerve endings (S100 protein-positive) were observed at the media of the carotid sinus. Morphometric data showed no differences between groups for glomus area, number of type 1 and 2 cells, and the wall to lumen arteriole ratio. No statistical differences were demonstrated in the pathological findings of the carotid glomus when comparing complicated with noncomplicated plaques or age groups. CONCLUSION Severe carotid chemoreceptor damage exists in patients who have died from stroke and suffered from carotid atheromatosis. These findings were independent from aging and plaque type. However, damage was correlated with a marked narrowing of the supplying arterioles as a consequence of hemodynamic and/or metabolic alterations (dyslipidemia, diabetes).
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Affiliation(s)
- José Milei
- Instituto de Investigaciones Cardiológicas, Universidad de Buenos Aires, Buenos Aires, Argentina.
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Schneiderman J, Simon AJ, Schroeter MR, Flugelman MY, Konstantinides S, Schaefer K. Leptin receptor is elevated in carotid plaques from neurologically symptomatic patients and positively correlated with augmented macrophage density. J Vasc Surg 2008; 48:1146-55. [DOI: 10.1016/j.jvs.2008.06.054] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2008] [Revised: 06/23/2008] [Accepted: 06/23/2008] [Indexed: 11/16/2022]
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Nanayakkara ND, Chiu B, Samani A, Spence JD, Samarabandu J, Fenster A. A "twisting and bending" model-based nonrigid image registration technique for 3-D ultrasound carotid images. IEEE TRANSACTIONS ON MEDICAL IMAGING 2008; 27:1378-1388. [PMID: 18815090 DOI: 10.1109/tmi.2008.918326] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Atherosclerosis at the carotid bifurcation resulting in cerebral emboli is a major cause of ischemic stroke. Most strokes associated with carotid atherosclerosis can be prevented by lifestyle/dietary changes and pharmacological treatments if identified early by monitoring carotid plaque changes. Registration of 3-D ultrasound (US) images of carotid plaque obtained at different time points is essential for sensitive monitoring of plaque changes in volume and surface morphology. This registration technique should be nonrigid, since different head positions during image acquisition sessions cause relative bending and torsion in the neck, producing nonlinear deformations between the images. We modeled the movement of the neck using a "twisting and bending" model with only six parameters for nonrigid registration. We evaluated the algorithm using 3-D US carotid images acquired at two different head positions to simulate images acquired at different times. We calculated the mean registration error (MRE) between the segmented vessel surfaces in the target image and the registered image using a distance-based error metric after applying our "twisting and bending" model-based nonrigid registration algorithm. We achieved an average registration error of 0.80 +/-0.26 mm using our nonrigid registration technique, which was a significant improvement in registration accuracy over rigid registration, even with reduced degrees-of-freedom compared to the other nonrigid registration algorithms.
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Affiliation(s)
- Nuwan D Nanayakkara
- Imaging Research Laboratories, Robarts Research Institute and Graduate Program in Biomedical Engineering, The University of Western Ontario, London, ON N6A5K8, Canada.
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Cappendijk VC, Kessels AG, Heeneman S, Cleutjens KB, Schurink GWH, Welten RJ, Mess WH, van Suylen RJ, Leiner T, Daemen MJ, van Engelshoven JM, Kooi ME. Comparison of lipid-rich necrotic core size in symptomatic and asymptomatic carotid atherosclerotic plaque: Initial results. J Magn Reson Imaging 2008; 27:1356-61. [DOI: 10.1002/jmri.21359] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
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Heliopoulos J, Vadikolias K, Mitsias P, Artemis D, Tripsianis G, Piperidou C, Artemis N. A three-dimensional ultrasonographic quantitative analysis of non-ulcerated carotid plaque morphology in symptomatic and asymptomatic carotid stenosis. Atherosclerosis 2008; 198:129-35. [PMID: 18221743 DOI: 10.1016/j.atherosclerosis.2007.11.036] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2007] [Revised: 11/29/2007] [Accepted: 11/30/2007] [Indexed: 10/22/2022]
Abstract
BACKGROUND AND PURPOSE Studies evaluating the association between carotid plaque composition and occurrence of ischemic cerebrovascular disease reveal inconsistent results. This study correlates the carotid echomorphology with the degree of stenosis in symptomatic and asymptomatic patients. METHODS We included consecutive patients with hemispheric stroke or asymptomatic carotid artery stenosis assessed with 2D ultrasound. The echomorphology was assessed with mean gray value (MGV) of the three-dimensional (3D) volume. We used the free-hand approach for 3D image and volume acquisition. Analyses of the stored carotid plaque volumes were carried out offline using the Virtual Organ Computer-aided Analysis (VOCAL) program. RESULTS We studied 110 symptomatic and 104 asymptomatic atherosclerotic carotid plaques. MGV was lower in symptomatic carotid plaques causing <70% stenosis compared to plaques causing > or =70% stenosis (25.95+/-7.40 vs. 32.16+/-11.35, p=0.002). There was no difference in MGV between plaques producing <60% and those with > or =60% in asymptomatic patients (32.08+/-8.36 vs. 31.46+/-9.25, p=0.724). There were significant differences in MGV between symptomatic and asymptomatic plaques causing <60 or <70% stenosis; MGV was lower in symptomatic patients. CONCLUSIONS Lower plaque echogenicity is observed in symptomatic than in asymptomatic patients with moderate degree of carotid stenosis, indicating that it is a significant factor for the production of cerebral ischemia. Our method could be useful in assessing the risk of cerebral ischemia and the response of carotid artery atherosclerosis to medical therapies.
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Affiliation(s)
- John Heliopoulos
- Department of Neurology, Democritus University of Thrace, University Hospital of Alexandroupolis, 68100 Alexandroupolis, Greece.
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Trivedi RA, Li ZY, U-King-Im J, Graves MJ, Kirkpatrick PJ, Gillard JH. Identifying vulnerable carotid plaques in vivo using high resolution magnetic resonance imaging-based finite element analysis. J Neurosurg 2007; 107:536-42. [PMID: 17886552 DOI: 10.3171/jns-07/09/0536] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT Individuals with carotid atherosclerosis develop symptoms following rupture of vulnerable plaques. Biomechanical stresses within this plaque may increase vulnerability to rupture. In this report the authors describe the use of in vivo carotid plaque imaging and computational mechanics to document the magnitude and distribution of intrinsic plaque stresses. METHODS Ten (five symptomatic and five asymptomatic) individuals underwent plaque characterization magnetic resonance (MR) imaging. Plaque geometry and composition were determined by multisequence review. Intrinsic plaque stress profiles were generated from 3D meshes by using finite element computational analysis. Differences in principal (shear) stress between normal and diseased sections of the carotid artery and between symptomatic and asymptomatic plaques were noted. RESULTS There was a significant difference in peak principal stress between diseased and nondiseased segments of the artery (mean difference 537.65 kPa, p < 0.05). Symptomatic plaques had higher mean stresses than asymptomatic plaques (627.6 kPa compared with 370.2 kPa, p = 0.05), which were independent of luminal stenosis and plaque composition. CONCLUSION Significant differences in plaque stress exist between plaques from symptomatic individuals and those from asymptomatic individuals. The MR imaging-based computational analysis may therefore be a useful aid to identification of vulnerable plaques in vivo.
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Affiliation(s)
- Rikin A Trivedi
- University Department of Radiology, Addenbrooke's Hospital, Cambridge, United Kingdom.
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Timaran CH, Rosero EB, Valentine RJ, Modrall JG, Smith S, Clagett GP. Accuracy and utility of three-dimensional contrast-enhanced magnetic resonance angiography in planning carotid stenting. J Vasc Surg 2007; 46:257-63; discussion 263-4. [PMID: 17600659 DOI: 10.1016/j.jvs.2007.03.051] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2007] [Accepted: 03/30/2007] [Indexed: 11/18/2022]
Abstract
BACKGROUND Contrast-enhanced magnetic resonance angiography (CE-MRA) is a proven diagnostic tool for the evaluation of carotid stenosis; however, its utility in planning carotid artery stenting (CAS) has not been addressed. This study assessed the accuracy of three-dimensional CE-MRA as a noninvasive screening tool, compared with digital subtraction angiography (DSA), for evaluating carotid and arch morphology before CAS. METHODS In a series of 96 CAS procedures during a 2-year period, CE-MRAs and DSAs with complete visualization from the aortic arch to the intracranial circulation were obtained before CAS in 60 patients. Four additional patients, initially considered potential candidates for CAS, were also evaluated with CE-MRA and DSA. The two-by-two table method, receiver operating characteristic curve, and Bland-Altman analyses were used to characterize the ability of CE-MRA to discriminate carotid and arch anatomy, suitability for CAS, and degree of carotid stenosis. RESULTS The sensitivity and specificity of CE-MRA were, respectively, 100% and 100% to determine CAS suitability, 87% and 100% to define aortic arch type, 93% and 100% to determine severe carotid tortuosity, and 75% and 98% to detect ulcerated plaques. CE-MRA had 87% sensitivity and 100% specificity for the detection of carotid stenosis >/=80%. The accuracy of CE MRA to determine optimal imaging angles and stent and embolic protection device sizes was >90%. The operative technique for CAS was altered because of the findings of preoperative CE-MRA in 22 procedures (38%). The most frequent change in the operative plan was the use of the telescoping technique in 11 cases (18%). CAS was aborted in four patients (5%) due to unfavorable anatomy identified on CE-MRA, including prohibitive internal carotid artery tortuosity (n = 1), long string sign of the internal carotid artery (n = 2), and concomitant intracranial disease (n = 1). Among patients considered suitable for CAS by CE-MRA, technical success was 100%, and the 30-day stroke/death rate was 1.6%. CONCLUSIONS Contrast-enhanced magnetic resonance angiography of the arch and carotid arteries is accurate in determining suitability for CAS and may alter the operative technique. Certain anatomic contraindications for CAS may be detected without DSA. Although CE-MRA is less accurate to estimate the degree of stenosis, it can accurately predict imaging angles, and stent and embolic protection device size, which may facilitate safe and expeditious CAS.
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Affiliation(s)
- Carlos H Timaran
- Division of Vascular and Endovascular Surgery, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX 75390-9157, USA.
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Liapis CD, Paraskevas KI. Do carotid surface irregularities correlate with the development of cerebrovascular symptoms? An analysis of the supporting studies, the opposing studies, and the possible pathomechanism. Vascular 2007; 14:88-92. [PMID: 16956477 DOI: 10.2310/6670.2006.00016] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Carotid plaque surface morphology appears to play a controversial role in the occurrence of cerebrovascular symptoms, that is, amaurosis fugax, transient ischemic attacks, and episodes of stroke. A number of researchers favor a strong association between the morphologic abnormalities of the carotid plaque surface and the development of cerebrovascular symptoms. The supporters of this theory have demonstrated that surface contour irregularities not only are important potential sources of flow abnormalities but also contribute significantly to the development of ischemic neurologic symptoms through plaque fragmentation, microthrombi formation, and atheroembolism. However, opposers of this theory also exist. The main arguments for and against this theory, as well as the possible underlying pathomechanism linking the morphology of the carotid plaque surface with the development of cerebrovascular symptoms, are outlined. Detection of carotid surface abnormalities with the aid of angiography or color-flow duplex ultrasonography should play a major role in the early identification of patients at increased risk, this way aiding prompt correction of these usually clinically silent but potentially hazardous lesions.
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Affiliation(s)
- Christos D Liapis
- Department of Vascular Surgery, Athens University Medical School, Athens, Greece
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Kumagai M, Yamagishi T, Fukui N, Chiba M. Carotid artery calcification seen on panoramic dental radiographs in the Asian population in Japan. Dentomaxillofac Radiol 2007; 36:92-6. [PMID: 17403886 DOI: 10.1259/dmfr/79378783] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVES To determine the frequency of carotid artery calcification (CAC) seen on panoramic dental radiographs, the relationship between the condition and a history of cerebral infarction (CI), and the history of the risk factors of CI in patients in Japan. METHODS A total of 2374 individuals whose panoramic radiographs were obtained at their first consultation were reviewed. RESULT CAC was found in 95 subjects (4.0%) and was found at a higher frequency in patients with a history of CI than in those without a history of CI. The modifiable risk factors (a history of hypertension, diabetes and hypercholesterolaemia) and CAC showed significant relationship in the chi(2) test for pairwise comparison. When age and gender were added and all of these risk factors were considered simultaneously in the multiple logistic regression analysis, age and history of hypercholesterolaemia remained statistically significant. CONCLUSIONS CAC may be seen on panoramic dental radiographs and is related to the patients' general history of CI, and the risk factors of CI in the Asian population in Japan.
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Affiliation(s)
- M Kumagai
- Department of Oral and Maxillofacial Surgery, Tohoku Kosai Hospital, Sendai, Japan.
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Abstract
Atherosclerosis is a prevalent disease affecting millions of Americans. Despite our advances in diagnosis and treatment, atherosclerosis is the leading cause of death in America. High-resolution magnetic resonance imaging has overcome the limitations of current angiographic techniques and has emerged as a leading noninvasive imaging modality for atherosclerotic disease. Atherosclerosis of the arterial wall of the human carotid, aortic, peripheral and coronary arteries have all been successfully evaluated. In addition, the power of magnetic resonance imaging to differentiate the major components of atherosclerotic plaque has been validated. The ability to image the vessel wall and risk stratify atherosclerotic plaque will create management decisions not previously faced, and has the potential to change the way atherosclerosis is treated.
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Affiliation(s)
- Christopher M Kramer
- University of Virginia Health System, Department of Medicine, Lee Street, Box 800170, Charlottesville, VA 22908, USA.
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Briley-Saebo KC, Mulder WJM, Mani V, Hyafil F, Amirbekian V, Aguinaldo JGS, Fisher EA, Fayad ZA. Magnetic resonance imaging of vulnerable atherosclerotic plaques: Current imaging strategies and molecular imaging probes. J Magn Reson Imaging 2007; 26:460-79. [PMID: 17729343 DOI: 10.1002/jmri.20989] [Citation(s) in RCA: 114] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The vulnerability or destabilization of atherosclerotic plaques has been directly linked to plaque composition. Imaging modalities, such as magnetic resonance (MR) imaging, that allow for evaluation of plaque composition at a cellular and molecular level, could further improve the detection of vulnerable plaque and may allow for monitoring the efficacy of antiatherosclerotic therapies. In this review we focus on MR imaging strategies for the detection and evaluation of atherosclerotic plaques and their composition. We highlight recent advancements in the development of MR pulse sequences, computer image analysis, and the use of commercially available MR contrast agents, such as gadopentic acid (Gd-DTPA), for plaque characterization. We also discuss molecular imaging strategies that are currently being used to design specific imaging probes targeted to biochemical and cellular markers of atherosclerotic plaque vulnerability.
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Affiliation(s)
- Karen C Briley-Saebo
- Imaging Science Laboratories, Department of Radiology, Mount Sinai School of Medicine, New York, New York, USA
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Saam T, Cai J, Ma L, Cai YQ, Ferguson MS, Polissar NL, Hatsukami TS, Yuan C. Comparison of symptomatic and asymptomatic atherosclerotic carotid plaque features with in vivo MR imaging. Radiology 2006; 240:464-72. [PMID: 16864672 PMCID: PMC1797417 DOI: 10.1148/radiol.2402050390] [Citation(s) in RCA: 152] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To retrospectively determine if in vivo magnetic resonance (MR) imaging can simultaneously depict differences between symptomatic and asymptomatic carotid atherosclerotic plaque. MATERIALS AND METHODS Institutional review board approval and informed consent were obtained for this HIPAA-compliant study. Twenty-three patients (21 men, two women; mean age, 66.1 years +/- 11.0 [standard deviation]) with unilateral symptomatic carotid disease underwent 1.5-T time-of-flight MR angiography and 1.5-T T1-, intermediate-, and T2-weighted MR imaging. Both carotid arteries were reviewed. One observer recorded quantitative and morphologic information, which included measurement of the area of the lumen, artery wall, and main plaque components; fibrous cap status (thick, thin, or ruptured); American Heart Association (AHA) lesion type (types I-VIII); and location (juxtaluminal vs intraplaque) and type of hemorrhage. Plaques associated with neurologic symptoms and asymptomatic plaques were compared with Wilcoxon signed rank and McNemar tests. RESULTS Compared with asymptomatic plaques, symptomatic plaques had a higher incidence of fibrous cap rupture (P = .007), juxtaluminal hemorrhage or thrombus (P = .039), type I hemorrhage (P = .021), and complicated AHA type VI lesions (P = .004) and a lower incidence of uncomplicated AHA type IV and V lesions (P = .005). Symptomatic plaques also had larger hemorrhage (P = .003) and loose matrix (P = .014) areas and a smaller lumen area (P = .008). No significant differences between symptomatic and asymptomatic plaques were found for quantitative measurements of the lipid-rich necrotic core, calcification, and the vessel wall or for the occurrence of intraplaque hemorrhage or type II hemorrhage. CONCLUSION This study revealed significant differences between symptomatic and asymptomatic plaques in the same patient.
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Affiliation(s)
- Tobias Saam
- Department of Radiology, University of Washington, 815 Mercer St, Box 358050, Seattle, WA 98109, USA.
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Hofman JMA, Branderhorst WJ, ten Eikelder HMM, Cappendijk VC, Heeneman S, Kooi ME, Hilbers PAJ, ter Haar Romeny BM. Quantification of atherosclerotic plaque components using in vivo MRI and supervised classifiers. Magn Reson Med 2006; 55:790-9. [PMID: 16526020 DOI: 10.1002/mrm.20828] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
In this work we aimed to study the possibility of using supervised classifiers to quantify the main components of carotid atherosclerotic plaque in vivo on the basis of multisequence MRI data. MRI data consisting of five MR weightings were obtained from 25 symptomatic subjects. Histological micrographs of endarterectomy specimens from the 25 carotids were used as a standard of reference for training and evaluation. The set of subjects was divided in a training set (12 subjects) and an evaluation set (13 subjects). Four different classifiers and two human MRI readers determined the percentages of calcified tissue, fibrous tissue, lipid core, and intraplaque hemorrhage on the subject level for all subjects in the evaluation set. Quantification of the relatively small amounts of calcium could not be done with statistical significance by either the classifiers or the MRI readers. For the other tissues a simple Bayesian classifier (Bayes) performed better than the other classifiers and the MRI readers. All classifiers performed better than the MRI readers in quantifying the sum of hemorrhage and lipid proportions. The MRI readers overestimated the hemorrhage proportions and tended to underestimate the lipid proportions. In conclusion, this pilot study demonstrates the benefits of algorithmic classifiers for quantifying plaque components.
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Affiliation(s)
- J M A Hofman
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
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Sangiorgi G, Mauriello A, Bonanno E, Oxvig C, Conover CA, Christiansen M, Trimarchi S, Rampoldi V, Holmes DR, Schwartz RS, Spagnoli LG. Pregnancy-Associated Plasma Protein-A Is Markedly Expressed by Monocyte-Macrophage Cells in Vulnerable and Ruptured Carotid Atherosclerotic Plaques. J Am Coll Cardiol 2006; 47:2201-11. [PMID: 16750685 DOI: 10.1016/j.jacc.2005.11.086] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2005] [Revised: 09/27/2005] [Accepted: 11/01/2005] [Indexed: 11/19/2022]
Abstract
OBJECTIVES The study aim was to evaluate serologic expression of pregnancy-associated protein-A (PAPP-A) in patients affected by cerebrovascular accidents and to correlate it with histopathologic carotid plaque complexity. BACKGROUND Little is known about PAPP-A expression in carotid atherosclerotic disease and whether this protein represents a marker of plaque vulnerability also in carotid district. METHODS Seventy-two carotid plaques from patients submitted to surgical endarterectomy (19 who suffered a major stroke, 24 transient ischemic attack, and 29 asymptomatic) were evaluated. Serologic PAPP-A levels were determined by enzyme-linked immunoadsorbent assay. Plaques were divided in three groups based on histology: 1) stable (n = 38); 2) vulnerable (n = 13); 3) ruptured with thrombus (n = 14). Immunohistochemical staining for PAPP-A, smooth muscle cells, macrophages, and T-lymphocytes was performed in all cases. Real-time polymerase chain reaction assessed local PAPP-A production, and double immunofluorescence confocal microscopy (ICM) characterized cell type expressing PAPP-A. RESULTS Pregnancy-associated protein-A (serologic values were 4.02 +/- 0.18 mIU/l in Group 1, 7.43 +/- 0.97 mIU/l in Group 2, and 6.97 +/- 0.75 mIU/l in Group 3 [1 vs. 3, p = 0.01; 1 vs. 2, p = 0.004; 2 vs. 3, p = 0.71, respectively]). Pregnancy-associated protein-A (expression showed a mean score value of 0.62 +/- 0.06 for stable plaques, 2.54 +/- 0.14 for vulnerable plaques, and 2.71 +/- 0.12 for ruptured plaques [1 vs. 2, p = 0.001; 1 vs. 3, p = 0.001; 2 vs. 3, p = 0.37, respectively]). Real-time polymerase chain reaction demonstrated local messenger ribonucleic acid PAPP-A production, and double ICM confirmed monocyte/macrophage expression of PAPP-A in Groups 2 and 3 but not Group 1. CONCLUSIONS This study suggests that PAPP-A is a marker of carotid plaque destabilization and rupture. Further studies are necessary to determine if PAPP-A can represents a new target for stratifying the risk of cerebrovascular events.
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Affiliation(s)
- Giuseppe Sangiorgi
- Department of Cardiovascular Disease, Istituto Policlinico San Donato, San Donato Milanese, Milan, Italy.
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