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Canton G, Baylam Geleri D, Hippe DS, Sun J, Guo Y, Balu N, Chu B, Pimentel K, Akçiçek H, Yaman Akçiçek E, Tirschwell D, Tang G, Kohler T, Shibata D, Ferguson MS, Yuan C, Hatsukami TS. Pathophysiology of carotid atherosclerosis: Calcification, intraplaque haemorrhage and pulse pressure as key players. Eur J Radiol 2024; 178:111647. [PMID: 39068857 PMCID: PMC11338359 DOI: 10.1016/j.ejrad.2024.111647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 05/09/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024]
Abstract
PURPOSE Intraplaque haemorrhage (IPH) is a well-known risk factor for faster plaque progression (volume increase); however, its etiology is unclear. We aimed at determining what other local plaque- and systemic factors contribute to plaque progression and to the development and progression of IPH. METHODS We examined 98 asymptomatic participants with carotid plaque using serial multi-contrast magnetic resonance imaging. We measured the percent of wall volume (%WV=100 x [wall volume] / [total vessel volume]) and measured IPH and calcification volumes. We used generalized estimating equations-based regression to analyze predictors of %WV change and new IPH while accounting for covariates (sex, age and statin use), and multiple non-independent observations per participant. RESULTS Total follow-up was 1.8 ± 0.8 years on average. The presence of IPH (β: 0.6 %/y, p = 0.033) and calcification (β: 1.2 %/y, p = 0.028) were each associated with faster plaque progression. New IPH, detected on a subsequent scan in 4 % of arteries that did not initially have IPH, was associated with larger calcification (odds ratio [OR]: 2.6 per 1-SD increase, p = 0.038) and higher pulse pressure (OR: 2.3 per 1-SD increase, p = 0.016). Larger calcification was associated with greater increases in pulse pressure (β: 1.4 mm Hg/y per 1-SD increase, p = 0.040). CONCLUSIONS IPH and calcification are each independently associated with faster plaque progression. The association of carotid calcification to increased pulse pressure and new IPH development suggests a possible mechanism by which calcification drives IPH development and plaque progression.
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Affiliation(s)
- Gador Canton
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Duygu Baylam Geleri
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Daniel S Hippe
- Clinical Biostatistics, Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Jie Sun
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Yin Guo
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Niranjan Balu
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States; BioMolecular Imaging Center, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Baocheng Chu
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States; BioMolecular Imaging Center, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Kristi Pimentel
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States; BioMolecular Imaging Center, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Halit Akçiçek
- Radiology Department, University of Utah, Salt Lake City, UT, United States
| | - Ebru Yaman Akçiçek
- Radiology Department, University of Utah, Salt Lake City, UT, United States
| | - David Tirschwell
- Department of Neurology, University of Washington, Seattle, WA, United States
| | - Gale Tang
- Division of Vascular Surgery, Department of Surgery University of Washington, VA Puget Sound Health Care System, Seattle, WA, United States
| | - Ted Kohler
- Division of Vascular Surgery, Department of Surgery University of Washington, VA Puget Sound Health Care System, Seattle, WA, United States
| | - Dean Shibata
- Department of Radiology, University of Washington, Seattle, WA, United States
| | - Marina S Ferguson
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States
| | - Chun Yuan
- Vascular Imaging Lab, Department of Radiology, University of Washington, Seattle, WA, United States; BioMolecular Imaging Center, Department of Radiology, University of Washington, Seattle, WA, United States; Radiology Department, University of Utah, Salt Lake City, UT, United States
| | - Thomas S Hatsukami
- Division of Vascular Surgery, Department of Surgery, University of Washington, Seattle, WA, United States.
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Yuan C, Canton G, Hatsukami TS. Unfinished debate: Why IPH-based metrics are still needed-An Editorial for "Signal intensity and volume of carotid intraplaque hemorrhage on magnetic resonance imaging and the risk of ipsilateral cerebrovascular events: the Plaque At RISK (PARISK) study". J Cardiovasc Magn Reson 2024; 26:101071. [PMID: 39121951 PMCID: PMC11421226 DOI: 10.1016/j.jocmr.2024.101071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 07/26/2024] [Indexed: 08/12/2024] Open
Affiliation(s)
- Chun Yuan
- Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, Utah, USA; Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Gador Canton
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Thomas S Hatsukami
- Department of Surgery, University of Washington, Seattle, Washington, USA
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Qin L, Wu X, Tan C, Zhang Z, Li Y, Zhu X, Qin S, Tan S. Non-linear association and benchmark dose of blood pressure on carotid artery intima-media thickening in a general population of southern China. Front Cardiovasc Med 2024; 11:1325947. [PMID: 38803665 PMCID: PMC11128656 DOI: 10.3389/fcvm.2024.1325947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 04/24/2024] [Indexed: 05/29/2024] Open
Abstract
Background and aims This study aimed to evaluate whether there is a J-curve association between blood pressure (BP) and carotid artery intima-media thickening (CAIT) and estimate the effect of the turning point of BP on CAIT. Methods and results Data from 111,494 regular physical examinations conducted on workers and retirees (aged 18 years or older) between January 2011 and December 2016, exported from the hospital information system, were analyzed. Restricted cubic splines (RCS) logistic regression was employed to access the association of BP with CAIT, and Bayesian benchmark dose methods were used to estimate the benchmark dose as the departure point of BP measurements. All the pnon-linear values of BP measurements were less than 0.05 in the RCS logistic regression models. Both systolic blood pressure (SBP) and diastolic blood pressure (DBP) had J-curve associations with the risk of CAIT at a turning point around 120/70 mmHg in the RCS. The benchmark dose for a 1% change in CAIT risk was estimated to be 120.64 mmHg for SBP and 72.46 mmHg for DBP. Conclusion The J-curve associations between SBP and DBP and the risk of CAIT were observed in the general population in southern China, and the turning point of blood pressure for significantly reducing the risk of CAIT was estimated to be 120.64/72.46 mmHg for SBP/DBP.
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Affiliation(s)
- Linyuan Qin
- Department of Epidemiology and Health Statistics, School of Public Health, Guilin Medical University, Guilin, Guangxi, China
- Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Health, Guilin Medical University, Guilin, Guangxi, China
| | - Xiaoyan Wu
- Department of Epidemiology and Health Statistics, School of Public Health, Guilin Medical University, Guilin, Guangxi, China
- Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Health, Guilin Medical University, Guilin, Guangxi, China
| | - Chao Tan
- Department of Epidemiology and Health Statistics, School of Public Health, Guilin Medical University, Guilin, Guangxi, China
- Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Health, Guilin Medical University, Guilin, Guangxi, China
| | - Zhengbao Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Guilin Medical University, Guilin, Guangxi, China
- Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Health, Guilin Medical University, Guilin, Guangxi, China
| | - You Li
- Department of Epidemiology and Health Statistics, School of Public Health, Guilin Medical University, Guilin, Guangxi, China
- Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Health, Guilin Medical University, Guilin, Guangxi, China
| | - Xiaonian Zhu
- Department of Epidemiology and Health Statistics, School of Public Health, Guilin Medical University, Guilin, Guangxi, China
- Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Health, Guilin Medical University, Guilin, Guangxi, China
| | - Shenghua Qin
- Physical Examination Center, Guilin People's Hospital, Guilin, Guangxi, China
| | - Shengkui Tan
- Department of Epidemiology and Health Statistics, School of Public Health, Guilin Medical University, Guilin, Guangxi, China
- Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Health, Guilin Medical University, Guilin, Guangxi, China
- Party Committee Office, Youjiang Medical University for Nationalities, Baise, Guangxi, China
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Peret A, Romero-Sanchez G, Dabiri M, McNally JS, Johnson KM, Mossa-Basha M, Eisenmenger LB. MR Angiography of Extracranial Carotid Disease. Magn Reson Imaging Clin N Am 2023; 31:395-411. [PMID: 37414468 DOI: 10.1016/j.mric.2023.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023]
Abstract
Magnetic resonance angiography sequences, such as time-of-flight and contrast-enhanced angiography, provide clear depiction of vessel lumen, traditionally used to evaluate carotid pathologic conditions such as stenosis, dissection, and occlusion; however, atherosclerotic plaques with a similar degree of stenosis may vary tremendously from a histopathological standpoint. MR vessel wall imaging is a promising noninvasive method to evaluate the content of the vessel wall at high spatial resolution. This is particularly interesting in the case of atherosclerosis as vessel wall imaging can identify higher risk, vulnerable plaques as well as has potential applications in the evaluation of other carotid pathologic conditions.
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Affiliation(s)
- Anthony Peret
- Department of Radiology, University of Wisconsin-Madison, 600 Highland Avenue, Madison, WI 53705, USA
| | - Griselda Romero-Sanchez
- Department of Radiology, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Avenida Vasco de Quiroga No.15, Colonia Belisario Domínguez Sección XVI, Delegación Tlalpan C.P.14080, Ciudad de México, Mexico City, Mexico
| | - Mona Dabiri
- Radiology Department, Children's Medical Center, Tehran University of Medical Science, No 63, Gharib Avenue, Keshavarz Blv, Tehran 1419733151, Iran
| | - Joseph Scott McNally
- Department of Radiology, University of Utah, 50 N Medical Dr, Salt Lake City, UT 84132, USA
| | - Kevin M Johnson
- Department of Medical Physics, University of Wisconsin-Madison, 600 Highland Avenue, Madison, WI 53705, USA
| | - Mahmud Mossa-Basha
- Department of Radiology, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195, USA
| | - Laura B Eisenmenger
- Department of Radiology, University of Wisconsin-Madison, 600 Highland Avenue, Madison, WI 53705, USA.
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van Dam-Nolen DH, van Egmond NC, Koudstaal PJ, van der Lugt A, Bos D. Sex Differences in Carotid Atherosclerosis: A Systematic Review and Meta-Analysis. Stroke 2023; 54:315-326. [PMID: 36444718 PMCID: PMC9855762 DOI: 10.1161/strokeaha.122.041046] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
BACKGROUND Over the last decades, several individual studies on sex differences in carotid atherosclerosis have been performed covering a wide range of plaque characteristics and including different populations. This systematic review and meta-analysis aims to summarize previously reported results on sex differences in carotid atherosclerosis and present a roadmap explaining next steps needed for implementing this knowledge in clinical practice. METHODS We systematically searched PubMed, Embase, Web of Science, Cochrane Central, and Google Scholar for eligible studies including both male and female participants reporting prevalence of imaging characteristics of carotid atherosclerosis and meta-analyzed these studies. Studies had to report at least the following: (1) calcifications; (2) lipid-rich necrotic core; (3) intraplaque hemorrhage; (4) thin-or-ruptured fibrous cap; (5) plaque ulceration; (6) degree of stenosis; (7) plaque size; or (8) plaque inflammation. We prespecified which imaging modalities had to be used per plaque characteristic and excluded ultrasonography. RESULTS We included 42 articles in our meta-analyses (ranging from 2 through 23 articles per plaque characteristic). Men had more frequently a larger plaque compared to women and, moreover, had more often plaques with calcifications (odds ratio=1.57 [95% CI, 1.23-2.02]), lipid-rich necrotic core (odds ratio=1.87 [95% CI, 1.36-2.57]), and intraplaque hemorrhage (odds ratio=2.52 [95% CI, 1.74-3.66]), or an ulcerated plaque (1.81 [95% CI, 1.30-2.51]). Furthermore, we found more pronounced sex differences for lipid-rich necrotic core in symptomatic opposed to asymptomatic participants. CONCLUSIONS In this systematic review and meta-analysis, we demonstrate convincing evidence for sex differences in carotid atherosclerosis. All kinds of plaque features-plaque size, composition, and morphology-were more common or larger in men compared to women. Our results highlight that sex is an important variable to include in both study design and clinical-decision making. Further investigation of sex-specific stroke risks with regard to plaque composition is warranted.
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Affiliation(s)
- Dianne H.K. van Dam-Nolen
- Department of Radiology and Nuclear Medicine (D.H.K.v.D.-N., N.C.M.v.E., A.v.d.L., D.B.), Erasmus University Medical Center Rotterdam, the Netherlands.,Department of Neurology (D.H.K.v.D.-N., P.J.K.), Erasmus University Medical Center Rotterdam, the Netherlands
| | - Nina C.M. van Egmond
- Department of Radiology and Nuclear Medicine (D.H.K.v.D.-N., N.C.M.v.E., A.v.d.L., D.B.), Erasmus University Medical Center Rotterdam, the Netherlands
| | - Peter J. Koudstaal
- Department of Neurology (D.H.K.v.D.-N., P.J.K.), Erasmus University Medical Center Rotterdam, the Netherlands
| | - Aad van der Lugt
- Department of Radiology and Nuclear Medicine (D.H.K.v.D.-N., N.C.M.v.E., A.v.d.L., D.B.), Erasmus University Medical Center Rotterdam, the Netherlands
| | - Daniel Bos
- Department of Radiology and Nuclear Medicine (D.H.K.v.D.-N., N.C.M.v.E., A.v.d.L., D.B.), Erasmus University Medical Center Rotterdam, the Netherlands.,the Department of Epidemiology (D.B.), Erasmus University Medical Center Rotterdam, the Netherlands
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Jia Y, Liu X, Zhang L, Kong X, Chen S, Zhang L, Wang J, Shu S, Liu J, Fu X, Liu D, Wang J, Shi H. Integrated head and neck imaging of symptomatic patients with stroke using simultaneous non-contrast cardiovascular magnetic resonance angiography and intraplaque hemorrhage imaging as compared with digital subtraction angiography. J Cardiovasc Magn Reson 2022; 24:19. [PMID: 35307027 PMCID: PMC8935695 DOI: 10.1186/s12968-022-00849-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 02/17/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Both stenosis rate and intraplaque hemorrhage (IPH) are important predictors of stroke risk. Simultaneous non-contrast angiography and intraplaque hemorrhage (SNAP) cardiovascular magnetic resonance (CMR) imaging can detect both stenosis rate and IPH. We aimed to evaluate consistency between SNAP and digital subtraction angiography (DSA) to assess symptomatic patients with stroke and explore the performance of SNAP to identify IPH and the clinical factors associated with IPH. METHODS Eighty-one symptomatic patients with stroke, admitted to Wuhan Union Hospital who underwent CMR high-resolution vessel wall imaging (HR-VWI) and SNAP, were retrospectively identified. For patients who received interventional therapy, the imaging functions of SNAP and HR-VWI were compared with DSA. The diameters of the intracranial and carotid vessels were measured, and stenotic vessels were identified. The consistency of SNAP and HR-VWI in identifying IPH was also examined, and the correlations between IPH and clinical factors were analyzed. RESULTS SNAP was more consistent with DSA than HR-VWI in measuring vascular stenosis (intraclass correlation coefficient [ICC]SNAP-DSA = 0.917, ICC HR-VWI-DSA = 0.878). Regarding the diameter measurements of each intracranial and carotid vessel segment, SNAP was superior or similar to HR-VWI, and both were consistent with DSA in the measurement of major intracranial vascular segments. HR-VWI and SNAP exhibited acceptable agreement in identifying IPH (Kappa = 0.839, 95% confidence interval [CI]: 0.704-0.974). Patients who underwent interventional therapy had a higher plaque burden (P < 0.001). Patients with IPH had lower levels of high-density lipoprotein cholesterol (HDL) (P = 0.038) and higher levels of blood glucose (P = 0.007) and cystatin C (P = 0.040). CONCLUSIONS CMR SNAP is consistent with DSA in measuring vessel diameters and identifying atherosclerosis stenosis in each intracranial and carotid vessel segment. SNAP is also a potential alternative to HR-VWI in identifying stenosis and IPH.
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Affiliation(s)
- Yuxi Jia
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Xiaoming Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Lan Zhang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Xiangchuang Kong
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Shuo Chen
- Center for Biomedical Imaging Research, Tsinghua University School of Medicine, Haidian District, Beijing, China
| | - Lei Zhang
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jiazheng Wang
- Clinical & Technical Solutions, Philips Healthcare, Beijing, China
| | - Shenglei Shu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Jia Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Xiaona Fu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Dingxi Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Jing Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China.
| | - Heshui Shi
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China.
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Han Y, Zhang R, Yang D, Li D, Han H, Qiao H, Chen S, Wang Y, Yu M, Hong Y, Wang Z, Zhao X, Liu G. Risk Factors for Asymptomatic and Symptomatic Intracranial Atherosclerosis Determined by Magnetic Resonance Vessel Wall Imaging in Chinese Population: A Case–Control Study. Ther Clin Risk Manag 2022; 18:61-70. [PMID: 35058694 PMCID: PMC8764293 DOI: 10.2147/tcrm.s335401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 11/16/2021] [Indexed: 11/23/2022] Open
Abstract
Background and Purpose The association between risk factors and intracranial atherosclerosis disease (ICAD) determined by magnetic resonance (MR) vessel wall imaging in Chinese population has not been investigated. The aim of this study was to investigate the associations of conventional vascular risk factors with asymptomatic and symptomatic ICAD using MR vessel wall imaging in Chinese population. Methods The study population was recruited from two cohort studies of ICASMAP and CAMERA comprised 104 symptomatic ICAD subjects (57.1 ± 11.1 years; 35.6% females), 51 asymptomatic ICAD subjects (70.1 ± 8.4 years; 50.0% females) and 418 controls (58.0 ± 13.3 years; 61.0% females) defined as asymptomatic subjects without ICAD on MR vessel wall imaging. We compared the vascular risk factors between the three groups using a multivariate logistic regression analysis. Results Compared with controls, there was a significant positive association between age (OR: 1.07, 95% CI: 1.03–1.10, p < 0.001) and hypertension (OR: 3.03, 95% CI: 1.45–6.36, p = 0.003) and asymptomatic ICAD. There was a positive association of smoking (OR: 3.41, 95% CI: 1.57–7.42, p = 0.001), hypertension (OR: 7.43, 95% CI: 3.81–14.49, p < 0.001) and diabetes (OR: 3.54, 95% CI: 1.93–6.49, p < 0.001) and an inverse association of high-density lipoprotein (HDL) (p < 0.017) with symptomatic ICAD. Compared to asymptomatic ICAD, there was a significant inverse association of age (OR: 0.86, 95% CI: 0.81–0.92, p < 0.001) and HDL (p < 0.001) with symptomatic ICAD. Conclusion Old age and hypertension are associated with asymptomatic ICAD and smoking, hypertension, diabetes and lower HDL are associated with an increased risk of symptomatic ICAD in Chinese population. Clinical Trial Registration URL: http://www.clinicaltrials.gov. Unique identifier: NCT03417063.
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Affiliation(s)
- Yongjun Han
- Department of Radiology, Aerospace Center Hospital, Beijing, People’s Republic of China
| | - Runhua Zhang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Beijing, People’s Republic of China
| | - Dandan Yang
- Center for Brain Disorders Research, Capital Medical University and Beijing Institute of Brain Disorders, Beijing, People’s Republic of China
| | - Dongye Li
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China
| | - Hualu Han
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, People’s Republic of China
| | - Huiyu Qiao
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, People’s Republic of China
| | - Shuo Chen
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, People’s Republic of China
| | - Yu Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Beijing, People’s Republic of China
| | - Miaoxin Yu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Beijing, People’s Republic of China
| | - Yin Hong
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Beijing, People’s Republic of China
| | - Zhiqun Wang
- Department of Radiology, Aerospace Center Hospital, Beijing, People’s Republic of China
| | - Xihai Zhao
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, People’s Republic of China
- Correspondence: Xihai Zhao Center for Biomedical Imaging Research, School of Medicine, Tsinghua University, Haidian District, Beijing, 100084, People’s Republic of ChinaTel +86-10-62792662Fax +86-10-62796175 Email
| | - Gaifen Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, People’s Republic of China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Beijing, People’s Republic of China
- Gaifen Liu Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Fengtai District, Beijing, 100070,People’s Republic of ChinaTel +86-10-59976746 Email
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Song X, Wei Q, Zhao X, Hou D, Zhao H, Wang L, Zhang X, Zheng Z, Wu J. Association between Short-Term Blood Pressure Variability and Intracranial Atherosclerotic Plaque Vulnerability: A High-Resolution Magnetic Resonance Imaging Study. J Atheroscler Thromb 2021; 29:1383-1392. [PMID: 34707024 PMCID: PMC9444806 DOI: 10.5551/jat.63164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: short-term blood pressure variability (BPV) as a risk factor of atherosclerosis and cardiovascular events has been investigated. However, its association with atherosclerotic plaque vulnerability remains unknown. The objective of this study was to determine the association between short-term BPV and intracranial atherosclerotic plaque vulnerability.
Methods: this is a cross-sectional analysis of 267 ischemic stroke patients with symptomatic intracranial atherosclerosis (mean age, 65±12 years old; 60.3% male), which were prospectively recruited in a comprehensive stroke center. Systolic and diastolic BP SD, CV, and BP variability ratio (BPVR) from 24 hours, daytime, and nighttime were calculated from 24-h ambulatory blood pressure monitoring, intracranial atherosclerotic plaque burden and vulnerability were evaluated by high-resolution magnetic resonance vessel wall imaging. Logistic regression analysis was used to locate the correlation between short-term BPV and plaque vulnerability.
Results: a total of 36.3% subjects presented with intraplaque hemorrhage (IPH) in this study. Multivariate logistic regression suggested that nighttime diastolic BP CV and 24-h BPVR were associated with intracranial IPH independently after adjusted for cardiovascular risk factors, odds ratio (OR) and 95% confidence interval (CI) for per SD BPV changes were 1.418 (1.051, 1.914) and 0.731 (0.548, 0.976), respectively, and this association also independent of atherosclerosis burden and 24-h mean systolic BP level. Further subgroup analysis by age and hypertension history demonstrated that the statistical correlation could only establish in the elder, and subjects with hypertension.
Conclusion: nighttime diastolic BP CV and 24-h BPVR were associated with intracranial IPH independently, especially in the elderly and subjects with hypertension.
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Affiliation(s)
- Xiaowei Song
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University
| | - Qiao Wei
- Department of Neurology, The Second Hospital of Hebei Medical University
| | - Xihai Zhao
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine
| | - Duoduo Hou
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University
| | - Hongliang Zhao
- Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University
| | - Lixue Wang
- Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University
| | - Xiaofeng Zhang
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University
| | - Zhuozhao Zheng
- Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University
| | - Jian Wu
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University
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Sun J, Yuan C, Hatsukami TS. Stroke Prevention with Extracranial Carotid Artery Disease. Curr Cardiol Rep 2021; 23:161. [PMID: 34599416 DOI: 10.1007/s11886-021-01593-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/05/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE OF REVIEW Carotid artery stenosis is a major risk factor for ischemic stroke. Although effective treatment options exist, careful assessment of benefits and risks for individual patients is needed in clinical decision-making. This article reviews contemporary treatments for carotid artery stenosis, the underlying evidence, and areas of uncertainties. RECENT FINDINGS Specific recommendations are available to guide the standard of care of carotid artery stenosis. Nonetheless, significant uncertainties are noted in patient selection for surgical treatment of asymptomatic carotid stenosis and in optimal treatment targets for pharmacological therapies. Advanced imaging has been used to predict future risk of ipsilateral stroke and clarify mechanisms of actions of pharmacological therapies, primarily in observational studies. Pharmacological and surgical treatments for extracranial carotid artery stenosis continue to evolve with many relevant clinical trials completed and clinical guidelines updated in recent years. Future clinical trials to tackle the areas of uncertainties are warranted.
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Affiliation(s)
- Jie Sun
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Chun Yuan
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Thomas S Hatsukami
- Department of Surgery/Vascular Surgery, University of Washington, 850 Republican St, Seattle, WA, 98109, USA.
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10
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Li Y, Kwong DLW, Wu VWC, Yip SP, Law HKW, Lee SWY, Ying MTC. Computer-assisted ultrasound assessment of plaque characteristics in radiation-induced and non-radiation-induced carotid atherosclerosis. Quant Imaging Med Surg 2021; 11:2292-2306. [PMID: 34079702 DOI: 10.21037/qims-20-1012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background This study investigated the feasibility of using a computer-assisted method to evaluate and differentiate the carotid plaque characteristics in radiation-induced and non-radiation-induced carotid atherosclerosis. Methods This study included 107 post-radiotherapy (post-RT) nasopharyngeal carcinoma (NPC) patients and 110 subjects with cardiovascular risk factors (CVRFs). Each participant had a carotid ultrasound examination, and carotid plaques and carotid intima-media thickness (CIMT) were evaluated with grey scale ultrasound. The carotid plaque characteristics were evaluated for grey-scale median (GSM) and detailed plaque texture analysis (DPTA) using specific computer software. In DPTA, five different intra-plaque components were colour-coded according to different grey scale ranges. A multivariate linear regression model was used to evaluate the correlation of risk factors and carotid plaque characteristics. Results Post-RT NPC patients have significantly higher CIMT (748±15.1 µm, P=0.001), more patients had a plaque formation (80.4%, P<0.001) and more plaque locations (2.3±0.2, P<0.001) than CVRF subjects (680.4±10.0 µm, 38.2% and 0.5±0.1 respectively). Among the five intra-plaque components, radiation-induced carotid plaques had significantly larger area of calcification (4.8%±7.7%, P=0.012), but lesser area of lipid (42.1%±16.9%, P=0.034) when compared to non-radiation-induced carotid plaques (3.0%±5.7% and 46.3%±17.9% respectively). Age, radiation and number of CVRF were significantly associated with the carotid atherosclerosis burden (P<0.001). Besides, age was significantly associated with the amount of lipid and calcification within carotid plaques (P<0.001). Conclusions Radiation caused more severe carotid artery disease than CVRF with larger CIMT and more prevalent of carotid plaque. Radiation-induced carotid plaques tended to have more intra-plaque calcifications, whereas non-radiation-induced carotid plaques had more lipids. Ultrasound aided by computer-assisted image analysis has potential for more accurate assessment of carotid atherosclerosis.
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Affiliation(s)
- Yuanxi Li
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China
| | - Dora Lai-Wan Kwong
- Department of Clinical Oncology, The University of Hong Kong, Queen Mary Hospital, Hong Kong, China
| | - Vincent Wing-Cheung Wu
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China
| | - Shea-Ping Yip
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China
| | - Helen Ka-Wai Law
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China
| | - Shara Wee-Yee Lee
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China
| | - Michael Tin-Cheung Ying
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China
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11
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Baradaran H, Eisenmenger LB, Hinckley PJ, de Havenon AH, Stoddard GJ, Treiman LS, Treiman GS, Parker DL, Scott McNally J. Optimal Carotid Plaque Features on Computed Tomography Angiography Associated With Ischemic Stroke. J Am Heart Assoc 2021; 10:e019462. [PMID: 33586471 PMCID: PMC8174260 DOI: 10.1161/jaha.120.019462] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background Stenosis has historically been the major factor used to determine carotid stroke sources. Recent evidence suggests that specific plaque features detected on imaging may be more highly associated with ischemic stroke than stenosis. We sought to determine computed tomography angiography (CTA) imaging features of carotid plaque that optimally discriminate ipsilateral stroke sources. Methods and Results In this institutional review board-approved retrospective cross-sectional study, 494 ipsilateral carotid CTA-brain magnetic resonance imaging pairs were available for analysis after excluding patients with alternative stroke sources. Carotid CTA and clinical markers were recorded, a multivariable Poisson regression model was fitted, and backward elimination was performed with a 2-sided threshold of P<0.10. Discriminatory value was determined using receiver operating characteristic analysis, area under the curve, and bootstrap validation. The final CTA carotid-source stroke prediction model included intraluminal thrombus (prevalence ratio, 2.8 [P<0.001]; 95% CI, 1.6-4.9), maximum soft plaque thickness (prevalence ratio, 1.2 [P<0.001]; 95% CI, 1.1-1.4), and the rim sign (prevalence ratio, 2.0 [P=0.007]; 95% CI, 1.2-3.3). The final discriminatory value (area under the curve=78.3%) was higher than intraluminal thrombus (56.4%, P<0.001), maximum soft plaque thickness (76.4%, P=0.007), or rim sign alone (69.9%, P=0.001). Furthermore, NASCET (North American Symptomatic Carotid Endarterectomy Trial) stenosis categories (cutoffs of 50% and 70%) had lower stroke discrimination (area under the curve=67.4%, P<0.001). Conclusions Optimal discrimination of ipsilateral carotid sources of stroke requires information on intraluminal thrombus, maximum soft plaque thickness, and the rim sign. These results argue against the sole use of carotid stenosis to determine stroke sources on CTA, and instead suggest these alternative markers may better diagnose vulnerable carotid plaque and guide treatment decisions.
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Affiliation(s)
- Hediyeh Baradaran
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Laura B. Eisenmenger
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Peter J. Hinckley
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | | | | | - Lauren S. Treiman
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Gerald S. Treiman
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Dennis L. Parker
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
| | - Joseph Scott McNally
- Department of RadiologyUtah Center for Advanced Imaging ResearchSalt Lake CityUT
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12
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Li B, Gong J, Sheng S, Lu M, Guo S, Yao J, Zhang H, Zhao X, Cao Z, Sun X, Wang H, Cao Y, Jiang Y, Tian Z, Liu B, Zhao H, Zhang Z, Jin H, Tian Y. Sonodynamic therapy reduces iron retention of hemorrhagic plaque. Bioeng Transl Med 2021; 6:e10193. [PMID: 33532592 PMCID: PMC7823128 DOI: 10.1002/btm2.10193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 10/15/2020] [Accepted: 10/19/2020] [Indexed: 11/17/2022] Open
Abstract
Intraplaque hemorrhage (IPH) plays a major role in the aggressive progression of vulnerable plaque, leading to acute cardiovascular events. We previously demonstrated that sonodynamic therapy (SDT) inhibits atherosclerotic plaque progression. In this study, we investigated whether SDT could also be applied to treat more advanced hemorrhagic plaque and addressed the underlying mechanism. SDT decreased atherosclerotic burden, positively altered atherosclerotic lesion composition, and alleviated iron retention in rabbit hemorrhagic plaques. Furthermore, SDT reduced iron retention by stimulating ferroportin 1 (Fpn1) expression in apolipoprotein E (ApoE)-/- mouse plaques with high susceptibility to IPH. Subsequently, SDT inhibited iron-overload-induced foam-cell formation and pro-inflammatory cytokines secretion in vitro. Moreover, SDT reduced levels of the labile iron pool and ferritin expression via the reactive oxygen species (ROS)-nuclear factor erythroid 2-related factor 2 (Nrf2)-FPN1 pathway. SDT exerted therapeutic effects on hemorrhagic plaques and reduced iron retention via the ROS-Nrf2-FPN1 pathway in macrophages, thereby suggesting that it is a potential translational strategy for patients with advanced atherosclerosis in clinical practice.
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Affiliation(s)
- Bicheng Li
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Jie Gong
- Department of Pathophysiology and Key Laboratory of Cardiovascular PathophysiologyKey Laboratory of Cardiovascular Medicine Research (Harbin Medical University), Ministry of EducationHarbinPeople's Republic of China
| | - Siqi Sheng
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Minqiao Lu
- Department of Pathophysiology and Key Laboratory of Cardiovascular PathophysiologyKey Laboratory of Cardiovascular Medicine Research (Harbin Medical University), Ministry of EducationHarbinPeople's Republic of China
| | - Shuyuan Guo
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Jianting Yao
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Haiyu Zhang
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Xuezhu Zhao
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Zhengyu Cao
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Xin Sun
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Huan Wang
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Yang Cao
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Yongxing Jiang
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
| | - Zhen Tian
- Department of Pathophysiology and Key Laboratory of Cardiovascular PathophysiologyKey Laboratory of Cardiovascular Medicine Research (Harbin Medical University), Ministry of EducationHarbinPeople's Republic of China
| | - Bin Liu
- Key Laboratory of Noise and Vibration Research, Institute of AcousticsChinese Academy of SciencesBeijingPeople's Republic of China
| | - Hua Zhao
- School of Materials and EngineeringHarbin Institute of TechnologyHarbinPeople's Republic of China
| | - Zhiguo Zhang
- School of Instrumentation Science and EngineeringHarbin Institute of TechnologyHarbinPeople's Republic of China
| | - Hong Jin
- Molecular Vascular Medicine, Medicine DepartmentKarolinska University HospitalSolnaSweden
| | - Ye Tian
- Department of Cardiology, The First Affiliated Hospital, Cardiovascular InstituteHarbin Medical UniversityHarbinPeople's Republic of China
- Department of Pathophysiology and Key Laboratory of Cardiovascular PathophysiologyKey Laboratory of Cardiovascular Medicine Research (Harbin Medical University), Ministry of EducationHarbinPeople's Republic of China
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13
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Larson AS, Brinjikji W, Savastano LE, Huston Iii J, Benson JC. Carotid Intraplaque Hemorrhage Is Associated with Cardiovascular Risk Factors. Cerebrovasc Dis 2020; 49:355-360. [PMID: 32674096 DOI: 10.1159/000508733] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 05/17/2020] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Intraplaque hemorrhage (IPH) is a known predictor of symptomatic cervical carotid artery disease. However, the association between IPH and modifiable cardiovascular risk factors, patient demographics, and pertinent laboratory values has not been extensively studied. METHODS A retrospective review was performed of consecutive patients who have undergone dedicated carotid plaque imaging over a 3-year period. Patients were excluded if the MR examination did not include high-resolution carotid plaque imaging. Intraplaque hyperintense signal on carotid plaque images was presumed to represent IPH. The presence or absence of IPH was compared to various demographic and clinical variables. Multivariable regression analysis was performed in order to determine an independent association between variables and IPH. RESULTS Of 643 included patients, 114 patients (17.7%) had IPH in one or both carotids, 529 patients (82.3%) did not; 39.5% of patients with IPH had coronary artery disease compared to 23.1% of patients without (p = 0.0003). Patients with IPH also had higher proportions of hypertension (77.2 vs. 60.7%, p = 0.009), hyperlipidemia (HLD; 89.5 vs. 62.4%, p < 0.0001), diabetes mellitus (29.0 vs. 18.7%, p = 0.01), and a history of tobacco smoking (63.2 vs. 52.6%, p = 0.003). Patients without IPH had, on average, higher high-density lipoprotein levels (46.1 vs. 56.7%, p = 0.003). Factors independently associated with IPH were advanced age (odds ratio [OR]: 1.1, 95% CI: [1.0-1.05], p <0.0001), male sex (OR: 2.5, 95% CI: [1.4-4.4], p = 0.0001), presence of carotid stenosis (OR: 8.4, 95% CI: [4.6-15.3], p < 0.0001), and HLD (OR: 2.6, 95% CI: [1.3-5.2], p = 0.009). CONCLUSIONS IPH is associated with multiple cardiovascular risk factors, in particular advanced age, male sex, presence of carotid stenosis, and HLD. Such risk factors likely play a role in the development of IPH and may provide insight into the pathophysiology of unstable carotid plaques.
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Affiliation(s)
- Anthony S Larson
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA, .,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA,
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.,Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Luis E Savastano
- Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - John Huston Iii
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - John C Benson
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
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14
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Song X, Zhao X, Liebeskind DS, Xu W, Zhang J, Wei C, Xu Y, Wang L, Zheng Z, Wu J. Associations between systemic blood pressure parameters and intraplaque hemorrhage in symptomatic intracranial atherosclerosis: a high-resolution MRI-based study. Hypertens Res 2020; 43:688-695. [PMID: 32037397 DOI: 10.1038/s41440-020-0411-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 12/18/2019] [Accepted: 01/21/2020] [Indexed: 11/09/2022]
Abstract
The associations between blood pressure parameters and intracranial vulnerable plaques have not been fully elucidated. The purpose of this study was to investigate the associations between systemic blood pressure parameters, as well as their variability, and intraplaque hemorrhage (IPH) in stroke patients with intracranial atherosclerosis. We retrospectively analyzed the high-resolution MRI data set of intracranial atherosclerosis from a comprehensive stroke center. The atherosclerotic plaque burden and presence of IPH in each vessel were obtained from vessel wall imaging. Blood pressure parameters in the first week of admission were used. The systolic blood pressure (SBP), diastolic blood pressure (DBP), pulse pressure (PP), and their variability (standard deviation [SD] and coefficient of variation [CV]) were compared between the IPH (+) and IPH (-) groups. Logistic regression analysis was used to demonstrate the correlations between different blood pressure parameters and IPH. The results indicated that SBP and PP were associated with multiple plaques and severe luminal stenosis after adjusting for confounders, with OR = 1.071, 95% CI: (1.044-1.098) and OR = 1.039, 95% CI: (1.019-1.060) for SBP and OR = 1.058, 95% CI: (1.027-1.089) and OR = 1.044, 95% CI: (1.019-1.070) for PP, respectively. SBP was associated with IPH after adjusting for cardiovascular risk factors, with OR = 1.021, 95% CI: (1.003-1.038), but not after correcting for plaque burden, with OR = 1.014, 95% CI: (0.996-1.032). No associations between blood pressure variability and atherosclerotic plaque burden or IPH were detected in this study. In conclusion, SBP is associated with IPH after adjusting for cardiovascular risk factors but not after further correction for atherosclerotic plaque burden. The association between blood pressure variability and intracranial atherosclerosis requires further study.
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Affiliation(s)
- Xiaowei Song
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Xihai Zhao
- Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.,Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, China
| | - David S Liebeskind
- Neurovascular Imaging Research Core and Stroke Center, Department of Neurology, University of California at Los Angeles, Los Angeles, CA, USA
| | - Wendeng Xu
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Jun Zhang
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Chenming Wei
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Yilan Xu
- Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Lixue Wang
- Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Zhuozhao Zheng
- Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Jian Wu
- Department of Neurology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China. .,Tsinghua University Hospital, Beijing, China.
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15
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Seyedsaadat SM, Rizvi A, Alzuabi M, Dugani SB, Murad MH, Huston J, Saba L, Brinjikji W. Correlation of MRI-detected vulnerable carotid plaques with clinical presentation: a systematic review and meta-analysis. J Neurosurg Sci 2019; 64:263-271. [PMID: 31738030 DOI: 10.23736/s0390-5616.19.04820-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
INTRODUCTION To determine the association between magnetic resonance imaging (MRI)-detected vulnerable Carotid Plaques and clinical presentation related to ipsilateral carotid artery territory. EVIDENCE ACQUISITION We searched three databases including Ovid MEDLINE, Ovid EMBASE, and Scopus from 2000 to 2018 for studies that evaluated vulnerable carotid plaques by MRI defined as intraplaque hemorrhage (IPH), lipid-rich necrotic core (LRNC), or thinning/rupture of the fibrous cap (TRFC). Data on study characteristics, clinical presentation, and MRI findings were extracted. Publication bias, methodologic quality, and study heterogeneity were assessed. Random-effects meta-analysis model was used to estimate incidence rate ratio (IRR) and 95% confidence intervals (CI) of MRI-detected vulnerable carotid plaque between symptomatic and asymptomatic arteries. EVIDENCE SYNTHESIS Of 2855 studies, 33 studies containing 6210 participants with 8401 assessed arteries were included. Overall, the risk of bias was moderate in 13, and low in 20 studies. The prevalence of MRI-positive IPH, TRFC, and LRNC were higher in symptomatic groups compared with the asymptomatic groups. In 11 studies that compared vulnerable carotid plaques between symptomatic and asymptomatic groups, symptomatic presentation was correlated with increased risk of IPH (IRR=1.57; 95% CI: 1.24-1.99), TRFC (IRR=2.26; 95% CI: 1.83 to 3.76), and LRNC (IRR=1.95; 95% CI: 1.28 to 2.97), respectively. CONCLUSIONS The presence of MRI-positive vulnerable carotid plaques including IPH, LRNC, and TRFC is positively associated with symptomatic clinical presentation. Therefore, carotid plaque MRI might be a useful risk stratification tool in determining the risk of ischemic stroke.
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Affiliation(s)
| | - Asim Rizvi
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.,University of Texas Medical Branch, Galveston, TX, USA
| | - Muayad Alzuabi
- Evidence-based Practice Center, Mayo Clinic, Rochester, MN, USA
| | - Sagar B Dugani
- Division of Hospital Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - M Hassan Murad
- Evidence-based Practice Center, Mayo Clinic, Rochester, MN, USA
| | - John Huston
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Luca Saba
- Department of Radiology, University of Cagliari, Cagliari, Italy
| | - Waleed Brinjikji
- Department of Radiology, Mayo Clinic, Rochester, MN, USA - .,Joint Department of Medical Imaging, Toronto Western Hospital, Toronto, ON, Canada
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16
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Liu H, Sun J, Hippe DS, Wu W, Chu B, Balu N, Hatsukami T, Yuan C. Improved carotid lumen delineation on non-contrast MR angiography using SNAP (Simultaneous Non-Contrast Angiography and Intraplaque Hemorrhage) imaging. Magn Reson Imaging 2019; 62:87-93. [PMID: 31247251 DOI: 10.1016/j.mri.2019.06.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 06/20/2019] [Accepted: 06/22/2019] [Indexed: 01/02/2023]
Abstract
PURPOSE Simultaneous Non-Contrast Angiography and Intraplaque Hemorrhage (SNAP) was developed for improved imaging of intraplaque hemorrhage (IPH). Its signal polarity also allows for non-contrast time-of-flight MR angiography (TOF). This study sought to compare SNAP and TOF in delineating carotid lumen using contrast-enhanced MRA (CE-MRA) as the reference standard. MATERIALS AND METHODS Two hundred and eighty-nine matched slices from 15 arteries among 11 subjects (9 males and 2 females, mean age of 72.1 ± 8.6 years) with luminal stenosis on CE-MRA were studied. Cross-sectional slices centered around the carotid bifurcation were matched between the three MRA techniques (SNAP, TOF, and CE-MRA) and classified as slices with or without plaque (focal wall thickness ≥ 1.5 mm) by additional black-blood vessel wall MRI. Lumen area was measured using a Sobel gradient map for TOF and CE-MRA (magnitude images) and a polarity map for SNAP. Agreement between techniques for measuring lumen area and percent stenosis was evaluated using intraclass correlation coefficient (ICC) and paired t-test. RESULTS Among the 289 matched slices, SNAP showed a higher agreement with CE-MRA than TOF for measuring lumen area (ICC: 0.93 vs. 0.83; p = 0.03). Agreement with CE-MRA was high for both SNAP and TOF in slices without plaque (ICC: 0.91 vs. 0.89; p > 0.05) but favored SNAP over TOF in slices with plaque (ICC: 0.93 vs. 0.80; p = 0.02). CONCLUSION SNAP, assisted by signal polarity information, demonstrated a higher agreement with CE-MRA in delineating carotid lumen compared to TOF, particularly in slices with plaque where flow conditions may be more complex.
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Affiliation(s)
- Haining Liu
- Department of Radiology, University of Washington, Seattle, WA 98109, United States.
| | - Jie Sun
- Department of Radiology, University of Washington, Seattle, WA 98109, United States
| | - Daniel S Hippe
- Department of Radiology, University of Washington, Seattle, WA 98109, United States
| | - Wei Wu
- Department of Radiology, University of Washington, Seattle, WA 98109, United States; Tongji Hospital, Tongji Medical College Affiliated to Huazhong University of Science and Technology, Department of Radiology, 1095 Jiefang Avenue, Wuhan 430000, China
| | - Baocheng Chu
- Department of Radiology, University of Washington, Seattle, WA 98109, United States
| | - Niranjan Balu
- Department of Radiology, University of Washington, Seattle, WA 98109, United States
| | - Thomas Hatsukami
- Department of Surgery, University of Washington, Seattle, WA 98109, United States
| | - Chun Yuan
- Department of Radiology, University of Washington, Seattle, WA 98109, United States; Department of Bioengineering, University of Washington, Seattle, WA 98109, United States; Department of Bioengineering, Tsinghua University, Beijing 100084, China
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17
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Cao X, Zhang J, Geng D. Use of oral anticoagulant drugs is associated with carotid intraplaque hemorrhage in atherosclerosis patients: a meta-analysis. J Thromb Thrombolysis 2019; 48:68-76. [PMID: 30997600 DOI: 10.1007/s11239-019-01865-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Patients with carotid atherosclerosis, especially the elderly population, take antithrombotic medicine regularly. However, no previous meta-analysis has focused on one of the possible side effects of such drugs, namely intraplaque hemorrhage (IPH). To determine whether antiplatelet drugs or anticoagulants are associated with an increased risk of carotid IPH. We searched Pubmed, Embase, Ovid MEDLINE, Cochrane Library for relevant studies that were published in English, from January 1st, 1989 to January 1st, 2019. We pooled the odds ratio (OR) with 95% confidence interval (CI) from individual studies and conducted quality assessment, heterogeneity, publication bias analysis and sensitivity analysis. A total of four cross-sectional studies, involving 2714 participants with carotid atherosclerotic plaques was included into this meta-analysis. We found a significant association between the use of anticoagulants and higher risk of carotid IPH (OR 1.95; 95% CI 1.16-3.30, P = 0.92; I2 = 0). No significant association was found between the use of antiplatelet drugs and increased risk of carotid IPH (OR 1.34; 95% CI 0.68-2.61, P = 0.03; I2 = 65%). Our meta-analysis reveals that it is the use of oral anticoagulants rather than antiplatelet drugs that may be associated with an increased risk of carotid IPH in atherosclerosis patients.
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Affiliation(s)
- Xin Cao
- Department of Radiology, Huashan Hospital, Fudan University, No. 12 Wulumuqi Road (Middle), Shanghai, 200040, China
| | - Jun Zhang
- Department of Radiology, Huashan Hospital, Fudan University, No. 12 Wulumuqi Road (Middle), Shanghai, 200040, China. .,Institute of Functional and Molecular Medical Imaging, Fudan University, No. 12 Wulumuqi Road (Middle), Shanghai, 200040, China.
| | - Daoying Geng
- Department of Radiology, Huashan Hospital, Fudan University, No. 12 Wulumuqi Road (Middle), Shanghai, 200040, China. .,Institute of Functional and Molecular Medical Imaging, Fudan University, No. 12 Wulumuqi Road (Middle), Shanghai, 200040, China.
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18
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Porcu M, Anzidei M, Suri JS, A Wasserman B, Anzalone N, Lucatelli P, Loi F, Montisci R, Sanfilippo R, Rafailidis V, Saba L. Carotid artery imaging: The study of intra-plaque vascularization and hemorrhage in the era of the "vulnerable" plaque. J Neuroradiol 2019; 47:464-472. [PMID: 30954549 DOI: 10.1016/j.neurad.2019.03.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Revised: 02/04/2019] [Accepted: 03/04/2019] [Indexed: 01/01/2023]
Abstract
Intraplaque hemorrhage (IPH) is one of the main factors involved in atherosclerotic plaque (AP) instability. Its recognition is crucial for the correct staging and management of patients with carotid artery plaques to limit ischemic stroke. Imaging plays a crucial role in identifying IPH, even if the great variability of intraplaque vascularization and the limitations of our current imaging technologies make it difficult. The intent of this review is to give a general overview of the main features of intraplaque vascularization and IPH on Ultrasound (US), Computed Tomography (CT), Magnetic Resonance (MR) and Nuclear Medicine, and a brief description on the future prospectives.
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Affiliation(s)
- Michele Porcu
- Department of Medical Imaging, AOU of Cagliari, University of Cagliari, Cagliari, Italy.
| | - Michele Anzidei
- Department of Radiological, Oncological and Anatomo-pathological Sciences, Sapienza University of Rome, Rome, Italy
| | - Jasjit S Suri
- Monitoring and Diagnostic Division, AtheroPoint, Roseville, CA, USA
| | - Bruce A Wasserman
- The Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Nicoletta Anzalone
- Neuroradiology Unit and CERMAC, San Raffaele Scientific Institute and Vita-Salute San Raffaele University, via Olgettina 60, 20132, Milan, Italy
| | - Pierleone Lucatelli
- Department of Radiological, Oncological and Anatomo-pathological Sciences, Sapienza University of Rome, Rome, Italy
| | - Federico Loi
- Department of Biomedial Sciences, Unit of Oncology and Molecular Pathology, University of Cagliari, Cagliari, Italy
| | - Roberto Montisci
- Department of Vascular Surgery, AOU of Cagliari, University of Cagliari, Cagliari, Italy
| | - Roberto Sanfilippo
- Department of Vascular Surgery, AOU of Cagliari, University of Cagliari, Cagliari, Italy
| | - Vasileios Rafailidis
- Department of Radiology, AHEPA University General Hospital, Aristotle University of Thessaloniki, St. Kiriakidi 1, 54636 Thessaloníki, Greece
| | - Luca Saba
- Department of Medical Imaging, AOU of Cagliari, University of Cagliari, Cagliari, Italy
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19
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Liu J, Sun J, Balu N, Ferguson MS, Wang J, Kerwin WS, Hippe DS, Wang A, Hatsukami TS, Yuan C. Semiautomatic carotid intraplaque hemorrhage volume measurement using 3D carotid MRI. J Magn Reson Imaging 2019; 50:1055-1062. [PMID: 30861249 DOI: 10.1002/jmri.26698] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 02/14/2019] [Accepted: 02/15/2019] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Presence of intraplaque hemorrhage (IPH) is a known risk factor for stroke and plaque progression. Accurate and reproducible measurement of IPH volume are required for further risk stratification. PURPOSE To develop a semiautomatic method to measure carotid IPH volume. STUDY TYPE Retrospective. POPULATION Patients scheduled for carotid endarterectomy and patients with 16-79% asymptomatic carotid stenosis by ultrasound. FIELD STRENGTH 3T. SEQUENCE Simultaneous noncontrast angiography and intraplaque hemorrhage (SNAP) MRI. ASSESSMENT A semiautomated volumetric measurement of IPH using signal intensity thresholding of 3D SNAP volume was implemented. Fourteen carotid endarterectomy patients were enrolled to determine the signal intensity threshold of IPH using histology. Thirty-three patients with 16-79% asymptomatic stenosis were scanned twice within 1 month to evaluate reproducibility. The normalized SNAP intensity with the highest Youden index for predicting IPH on histology was used for thresholding. Scan-rescan reproducibility of IPH measurement was assessed using the intraclass correlation coefficient (ICC) and coefficient of variation (CV). STATISTICAL TESTS Receiver operating characteristic curve, area under the curve, Cohen's kappa, intraclass correlation coefficient, coefficient of variance (CV), and paired t-test. RESULTS IPH detection by the algorithm had substantial agreement with manual review (kappa: 0.92; 95% confidence interval [CI]: 0.83, 1.00) and moderate agreement with histology (kappa: 0.55; 95% CI: 0.34, 0.68). IPH volume measurements by the algorithm were strongly correlated with histology (Spearman's rho = 0.76, P = 0.002). IPH measurements were also reproducible, with ICCs of 0.86 (95% CI: 0.57, 0.96), 0.77 (95% CI: 0.32, 0.94), and 0.99 (95% CI: 0.93, 1.00) for maximum/mean normalized intensity and IPH volume, respectively. The corresponding CVs were 10.6%, 5.2%, and 11.8%. DATA CONCLUSION IPH volume measurements on SNAP MRI are highly reproducible using semiautomatic measurement. Level of Evidence 2 Technical Efficacy Stage 2 J. Magn. Reson. Imaging 2019;50:1055-1062.
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Affiliation(s)
- Jin Liu
- Department of Bioengineering, University of Washington, Seattle, Washington, USA
| | - Jie Sun
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Niranjan Balu
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Marina S Ferguson
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Jinnan Wang
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - William S Kerwin
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Daniel S Hippe
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Amy Wang
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Thomas S Hatsukami
- Department of Surgery, University of Washington, Seattle, Washington, USA
| | - Chun Yuan
- Department of Bioengineering, University of Washington, Seattle, Washington, USA.,Department of Radiology, University of Washington, Seattle, Washington, USA
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20
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Crombag GAJC, Schreuder FHBM, van Hoof RHM, Truijman MTB, Wijnen NJA, Vöö SA, Nelemans PJ, Heeneman S, Nederkoorn PJ, Daemen JWH, Daemen MJAP, Mess WH, Wildberger JE, van Oostenbrugge RJ, Kooi ME. Microvasculature and intraplaque hemorrhage in atherosclerotic carotid lesions: a cardiovascular magnetic resonance imaging study. J Cardiovasc Magn Reson 2019; 21:15. [PMID: 30832656 PMCID: PMC6398220 DOI: 10.1186/s12968-019-0524-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 02/04/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The presence of intraplaque haemorrhage (IPH) has been related to plaque rupture, is associated with plaque progression, and predicts cerebrovascular events. However, the mechanisms leading to IPH are not fully understood. The dominant view is that IPH is caused by leakage of erythrocytes from immature microvessels. The aim of the present study was to investigate whether there is an association between atherosclerotic plaque microvasculature and presence of IPH in a relatively large prospective cohort study of patients with symptomatic carotid plaque. METHODS One hundred and thirty-two symptomatic patients with ≥2 mm carotid plaque underwent cardiovascular magnetic resonance (CMR) of the symptomatic carotid plaque for detection of IPH and dynamic contrast-enhanced (DCE)-CMR for assessment of plaque microvasculature. Ktrans, an indicator of microvascular flow, density and leakiness, was estimated using pharmacokinetic modelling in the vessel wall and adventitia. Statistical analysis was performed using an independent samples T-test and binary logistic regression, correcting for clinical risk factors. RESULTS A decreased vessel wall Ktrans was found for IPH positive patients (0.051 ± 0.011 min- 1 versus 0.058 ± 0.017 min- 1, p = 0.001). No significant difference in adventitial Ktrans was found in patients with and without IPH (0.057 ± 0.012 min- 1 and 0.057 ± 0.018 min- 1, respectively). Histological analysis in a subgroup of patients that underwent carotid endarterectomy demonstrated no significant difference in relative microvessel density between plaques without IPH (n = 8) and plaques with IPH (n = 15) (0.000333 ± 0.0000707 vs. and 0.000289 ± 0.0000439, p = 0.585). CONCLUSIONS A reduced vessel wall Ktrans is found in the presence of IPH. Thus, we did not find a positive association between plaque microvasculature and IPH several weeks after a cerebrovascular event. Not only leaky plaque microvessels, but additional factors may contribute to IPH development. TRIAL REGISTRATION NCT01208025 . Registration date September 23, 2010. Retrospectively registered (first inclusion September 21, 2010). NCT01709045 , date of registration October 17, 2012. Retrospectively registered (first inclusion August 23, 2011).
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Affiliation(s)
- Geneviève A. J. C. Crombag
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Floris H. B. M. Schreuder
- Department of Neurology & Donders Institute for Brain Cognition & Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Raf H. M. van Hoof
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Martine T. B. Truijman
- Department of Neurology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Nicky J. A. Wijnen
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Stefan A. Vöö
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Patty J. Nelemans
- Department of Epidemiology, Maastricht University, Maastricht, The Netherlands
| | - Sylvia Heeneman
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Department of Pathology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Paul J. Nederkoorn
- Department of Neurology, Academic Medical Centre, Amsterdam, The Netherlands
| | - Jan-Willem H. Daemen
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Mat J. A. P. Daemen
- Department of Pathology, Academic Medical Centre, Amsterdam, The Netherlands
| | - Werner H. Mess
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Clinical Neurophysiology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - J. E. Wildberger
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Robert J. van Oostenbrugge
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Department of Neurology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - M. Eline Kooi
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, P.O. Box 5800, 6202 AZ Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
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21
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Mossa-Basha M, Watase H, Sun J, Shibata DK, Hippe DS, Balu N, Hatsukami T, Yuan C. Inter-rater and scan-rescan reproducibility of the detection of intracranial atherosclerosis on contrast-enhanced 3D vessel wall MRI. Br J Radiol 2019; 92:20180973. [PMID: 30789784 DOI: 10.1259/bjr.20180973] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE The objective is to establish interscan, inter- and intra-rater reproducibility of a multicontrast three-dimensional contrast-enhanced intracranial vessel wall (IVW) MRI protocol with 0.6 mm acquired (0.3 mm interpolated) isotropic resolution in the detection of intracranial atherosclerosis. METHODS Subjects with established intracranial atherosclerosis were prospectively recruited and underwent two contrast-enhanced three-dimensional IVW scans within a 2-week period. Four raters with varying degrees of vessel wall imaging interpretation experience, through an iterative training process developed guidelines for plaque identification with no, possible and definite plaque categories. Using these guidelines, the raters reviewed the cases in pairs (consensus rating), while blinded to the interpretations of the other pair, clinical reports and patient history. The rater pairs reviewed 19 segments per patient for the presence and location of atherosclerotic plaques. Inter-scan, inter rater and intra rater reproducibility were assessed. RESULTS 19 subjects were scanned twice, with 361 total segments reviewed and 304-324 evaluable segments analyzed in the different reproducibility assessments. Overall inter-rater agreement for possible and definite plaque was 88.9 % [κ = 0.73; 95% confidence interval (CI) (0.62-0.81)], inter-scan/intra-rater agreement was 82.1 % [κ = 0.58; 95% CI (0.48-0.70)] and inter-scan/inter-rater agreement of 84.5% [κ = 0.64; 95% CI (0.51 - 0.76)]. CONCLUSION Contrast-enhanced IVW imaging, with the utilization of detailed plaque definition guidelines for image review, can be a reproducible technique for the evaluation of intracranial atherosclerosis. ADVANCES IN KNOWLEDGE This work is the first to establish reproducibility of IVW for plaque identification with and without contrast. Reproducibility using contrast is important as most IVW applications rely on lesion enhancement.
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Affiliation(s)
- Mahmud Mossa-Basha
- 1 Department of Radiology, University of Washington School of Medicine , Seattle , United States
| | - Hiroko Watase
- 2 Department of Surgery, University of Washington School of Medicine , Seattle , United States
| | - Jie Sun
- 1 Department of Radiology, University of Washington School of Medicine , Seattle , United States
| | - Dean K Shibata
- 1 Department of Radiology, University of Washington School of Medicine , Seattle , United States
| | - Daniel S Hippe
- 1 Department of Radiology, University of Washington School of Medicine , Seattle , United States
| | - Niranjan Balu
- 1 Department of Radiology, University of Washington School of Medicine , Seattle , United States
| | - Thomas Hatsukami
- 2 Department of Surgery, University of Washington School of Medicine , Seattle , United States
| | - Chun Yuan
- 1 Department of Radiology, University of Washington School of Medicine , Seattle , United States
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22
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Topel ML, Sandesara PB, Stahl EP, Hayek SS, Tahhan AS, O'Neal WT, Ko YA, Alkhoder A, Gafeer MM, Kim JH, Wilson PWF, Shaw LJ, Epstein SE, Vaccarino V, Sperling LS, Quyyumi AA. Mechanisms underlying the J-curve for diastolic blood pressure: Subclinical myocardial injury and immune activation. Int J Cardiol 2019; 276:255-260. [PMID: 30217423 PMCID: PMC6324952 DOI: 10.1016/j.ijcard.2018.09.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 08/28/2018] [Accepted: 09/07/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Low diastolic blood pressure (DBP) is associated with increased risk of cardiovascular events. In patients with coronary artery disease (CAD), limitations in coronary blood flow and immune activity are implicated mechanisms, but evidence is lacking. We investigated the association between DBP, biomarkers of myocardial injury, inflammation, immune activation and incident events in patients with CAD. METHODS We studied 2448 adults (mean age 65 ± 12 years, 68% male, median follow-up 4.5 years) with CAD. DBP was categorized into 10 mm Hg increments. Biomarkers of myocardial injury (high sensitivity cardiac troponin-I [hs-cTnI]) and immune activity/inflammation (soluble urokinase plasminogen activator receptor [suPAR]) were dichotomized at their median values. DBP 70-79 mm Hg was used as the referent group, and individuals were followed prospectively for adverse outcomes. RESULTS After adjusting for demographic and clinical covariates, individuals with DBP < 60 mm Hg had increased odds of elevated levels of hs-cTnI (OR = 1.68; 95% CI = 1.07, 2.65) and suPAR (OR = 1.71; 95% CI = 1.10, 2.65) compared to the referent group. Additionally, DBP < 60 mm Hg was associated with increased adjusted risk of cardiovascular death or MI (HR = 2.04; 95% CI = 1.32, 3.16) and all-cause mortality (HR = 2.41; 95% CI = 1.69, 3.45). CONCLUSION In patients with CAD, DBP < 60 mm Hg is associated with subclinical myocardial injury, immune/inflammatory dysregulation and incident events. Aggressive BP control may be harmful in these patients, and further investigation is warranted to determine appropriate BP targets in patients with CAD.
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Affiliation(s)
- Matthew L Topel
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America.
| | - Pratik B Sandesara
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Eric P Stahl
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Salim S Hayek
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Ayman Samman Tahhan
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Wesley T O'Neal
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Yi-An Ko
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, United States of America
| | - Ayman Alkhoder
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Mohamad Mazen Gafeer
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Jonathan H Kim
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Peter W F Wilson
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Leslee J Shaw
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Stephen E Epstein
- MedStar Heart and Vascular Institute, MedStar Washington Hospital Center, Washington, DC, United States of America
| | - Viola Vaccarino
- Rollins School of Public Health, Department of Epidemiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Laurence S Sperling
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
| | - Arshed A Quyyumi
- Emory Clinical Cardiovascular Research Institute, Division of Cardiology, Emory University School of Medicine, Atlanta, GA, United States of America
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23
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Zhou C, Yuan C, Li R, Wang W, Li C, Zhao X. Association Between Incomplete Circle of Willis and Carotid Vulnerable Atherosclerotic Plaques. Arterioscler Thromb Vasc Biol 2018; 38:2744-2749. [PMID: 30354232 DOI: 10.1161/atvbaha.118.311797] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective—
Carotid high-risk plaque, characterized by intraplaque hemorrhage, fibrous cap rupture, and large lipid-rich necrotic core, is associated with cerebrovascular events. This study sought to investigate the relationship between high-risk carotid plaque and an incomplete circle of Willis (COW).
Approach and Results—
Patients were recruited from a multicenter study, Chinese Atherosclerosis Risk Evaluation (CARE-II) and underwent 3-dimensional time-of-flight magnetic resonance angiography for intracranial arteries and 2-dimensional multicontrast magnetic resonance vessel wall imaging for carotid arteries on a 3.0T magnetic resonance scanner. The integrity of the COW in anterior and posterior portions was evaluated. Characteristics of carotid plaques were assessed. Correlation between incomplete COW and carotid plaque features was determined. Of 482 eligible patients, patients with carotid intraplaque hemorrhage showed significantly higher prevalence of an incomplete anterior COW (52.7% versus 38.5%;
P
=0.022) compared with those without. An incomplete anterior COW was associated with intraplaque hemorrhage before (odds ratio, 1.781; 95% CI, 1.083–2.931;
P
=0.023) and after adjusted for clinical risk factors (odds ratio, 1.945; 95% CI, 1.139–3.321;
P
=0.015). The unilateral carotid artery stenosis showed no correlation with incomplete anterior COW and posterior COW (all
P
>0.025). No significant associations were found between other plaque features and any type of incomplete COW (all
P
>0.025).
Conclusions—
An incomplete COW is independently associated with intraplaque hemorrhage of carotid atherosclerotic plaques.
Clinical Trial Registration—
URL:
http://www.clinicaltrials.gov
. Unique identifier: NCT02017756.
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Affiliation(s)
- Changwu Zhou
- From the Department of Radiology, The Affiliated Hospital of Yangzhou University, Yangzhou University, China (C.Z., W.W.)
| | - Chun Yuan
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, China (C.Y., R.L., X.Z.)
- Department of Radiology, University of Washington, Seattle (C.Y.)
| | - Rui Li
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, China (C.Y., R.L., X.Z.)
| | - Wei Wang
- From the Department of Radiology, The Affiliated Hospital of Yangzhou University, Yangzhou University, China (C.Z., W.W.)
| | - Cheng Li
- Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China (C.L.)
| | - Xihai Zhao
- Center for Biomedical Imaging Research, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, China (C.Y., R.L., X.Z.)
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24
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Chen YC, Huang AL, Kyaw TS, Bobik A, Peter K. Atherosclerotic Plaque Rupture: Identifying the Straw That Breaks the Camel's Back. Arterioscler Thromb Vasc Biol 2018; 36:e63-72. [PMID: 27466619 DOI: 10.1161/atvbaha.116.307993] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 06/24/2016] [Indexed: 01/19/2023]
Affiliation(s)
- Yung-Chih Chen
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.)
| | - Alex L Huang
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.)
| | - Tin S Kyaw
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.)
| | - Alex Bobik
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.)
| | - Karlheinz Peter
- From the Atherothrombosis and Vascular Biology Laboratory (Y.-C.C., A.L.H., K.P.), and Vascular Biology and Atherosclerosis Laboratory (T.S.K., A.B.), Baker IDI Heart & Diabetes Institute, Melbourne, Victoria, Australia; and Departments of Medicine and Immunology, Monash University, Melbourne, Victoria, Australia (A.L.H., A.B., K.P.).
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25
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Wu CH, Mohammadmoradi S, Chen JZ, Sawada H, Daugherty A, Lu HS. Renin-Angiotensin System and Cardiovascular Functions. Arterioscler Thromb Vasc Biol 2018; 38:e108-e116. [PMID: 29950386 PMCID: PMC6039412 DOI: 10.1161/atvbaha.118.311282] [Citation(s) in RCA: 104] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Chia-Hua Wu
- From the Saha Cardiovascular Research Center (C.-H.W., S.M., J.Z.C., H.S., A.D., H.S.L.)
- Department of Pharmacology and Nutritional Sciences (C.-H.W., S.M., A.D., H.S.L.)
| | - Shayan Mohammadmoradi
- From the Saha Cardiovascular Research Center (C.-H.W., S.M., J.Z.C., H.S., A.D., H.S.L.)
- Department of Pharmacology and Nutritional Sciences (C.-H.W., S.M., A.D., H.S.L.)
| | - Jeff Z Chen
- From the Saha Cardiovascular Research Center (C.-H.W., S.M., J.Z.C., H.S., A.D., H.S.L.)
- Department of Physiology (J.Z.C., A.D., H.S.L.), University of Kentucky, Lexington
| | - Hisashi Sawada
- From the Saha Cardiovascular Research Center (C.-H.W., S.M., J.Z.C., H.S., A.D., H.S.L.)
| | - Alan Daugherty
- From the Saha Cardiovascular Research Center (C.-H.W., S.M., J.Z.C., H.S., A.D., H.S.L.)
- Department of Pharmacology and Nutritional Sciences (C.-H.W., S.M., A.D., H.S.L.)
- Department of Physiology (J.Z.C., A.D., H.S.L.), University of Kentucky, Lexington
| | - Hong S Lu
- From the Saha Cardiovascular Research Center (C.-H.W., S.M., J.Z.C., H.S., A.D., H.S.L.)
- Department of Pharmacology and Nutritional Sciences (C.-H.W., S.M., A.D., H.S.L.)
- Department of Physiology (J.Z.C., A.D., H.S.L.), University of Kentucky, Lexington
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26
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Sadat U, Usman A, Gillard JH. Imaging pathobiology of carotid atherosclerosis with ultrasmall superparamagnetic particles of iron oxide: an update. Curr Opin Cardiol 2018; 32:437-440. [PMID: 28463893 PMCID: PMC5617556 DOI: 10.1097/hco.0000000000000413] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Purpose of review To provide brief overview of the developments regarding use of ultrasmall superparamagnetic particles of iron oxide in imaging pathobiology of carotid atherosclerosis. Recent findings MRI is a promising technique capable of providing morphological and functional information about atheromatous plaques. MRI using iron oxide particles, called ultrasmall superparamagnetic iron oxide (USPIO) particles, allows detection of macrophages in atherosclerotic tissue. Ferumoxytol has emerged as a new USPIO agent, which has an excellent safety profile. Based on the macrophage-selective properties of ferumoxytol, there is increasing number of recent reports suggesting its effectiveness to detect pathological inflammation. Summary USPIO particles allow magnetic resonance detection of macrophages in atherosclerotic tissue. Ferumoxytol has emerged as a new USPIO agent, with an excellent safety profile. This has the potential to be used for MRI of the pathobiology of atherosclerosis.
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Affiliation(s)
- Umar Sadat
- aCambridge Vascular Unit bUniversity Department of Radiology, Addenbrooke's Hospital, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
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27
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Xu Y, Li D, Yuan C, Zhou Z, He L, Li R, Cui Y, Li Q, Zheng Z, Zhao X. Association of severity between carotid and intracranial artery atherosclerosis. Ann Clin Transl Neurol 2018; 5:843-849. [PMID: 30009201 PMCID: PMC6043773 DOI: 10.1002/acn3.590] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 05/07/2018] [Accepted: 05/08/2018] [Indexed: 01/23/2023] Open
Abstract
Objective This study sought to investigate the relationship of atherosclerosis between intracranial and extracranial carotid arteries using three‐dimensional multicontrast magnetic resonance (MR) vessel wall imaging. Methods Patients with recent cerebrovascular symptoms in anterior circulation were recruited and underwent MR vessel wall imaging for intracranial and extracranial carotid arteries. The plaque burden, including maximum wall thickness (Max WT) and stenosis, and presence of intraplaque hemorrhage (IPH) were assessed. The correlation of the plaque characteristics between intracranial and extracranial carotid arteries was determined. Results In total, 107 patients (mean age: 57.0 ± 11.1 years, 69 males) were recruited. In discriminating intracranial severe stenosis (≥50% stenosis), the odds ratio (OR) of Max WT of extracranial carotid arteries was 1.41 (95% confidence interval [CI], 0.94–2.11, P = 0.095) and 1.72 (95% CI, 1.04–2.83, P = 0.034) before and after adjusting for confounding factors, respectively. The OR of stenosis of extracranial carotid arteries with increment of 10% was 1.26 (95% CI, 0.99–1.60, P = 0.054) and 1.37 (95% CI, 1.03–1.82, P = 0.033) before and after adjusting for confounding factors, in discriminating intracranial severe stenosis respectively. Receiver operating characteristic analysis revealed that the area under the curve (AUC) of Max WT, stenosis, and IPH of extracranial carotid artery plaques was 0.641, 0.605, and 0.603 in discriminating intracranial severe stenosis, respectively. After adjusting for confounding factors, the AUC of Max WT, stenosis, and presence of IPH in extracranial carotid artery plaques increased to 0.812, 0.817 and 0.781, respectively. Interpretation Carotid artery plaque burden is significantly associated with severe intracranial artery stenosis, suggesting that extracranial carotid plaque burden might be an independent indicator for severity of intracranial artery atherosclerosis.
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Affiliation(s)
- Yilan Xu
- Department of RadiologyBeijing Tsinghua Changgung HospitalSchool of Clinical MedicineTsinghua UniversityBeijingChina
| | - Dongye Li
- Center for Biomedical Imaging ResearchDepartment of Biomedical EngineeringTsinghua University School of MedicineBeijingChina
- Center for Brain Disorders ResearchCapital Medical University and Beijing Institute for Brain DisordersBeijingChina
| | - Chun Yuan
- Center for Biomedical Imaging ResearchDepartment of Biomedical EngineeringTsinghua University School of MedicineBeijingChina
- Department of RadiologyUniversity of WashingtonSeattleWashington
| | - Zechen Zhou
- Philips Research North AmericaCambridgeMassachusetts
| | - Le He
- Center for Biomedical Imaging ResearchDepartment of Biomedical EngineeringTsinghua University School of MedicineBeijingChina
| | - Rui Li
- Center for Biomedical Imaging ResearchDepartment of Biomedical EngineeringTsinghua University School of MedicineBeijingChina
| | - Yuanyuan Cui
- Department of RadiologyPLA General HospitalBeijingChina
| | - Qing Li
- Department of NeurologyPeople's Hospital of Xinjiang Vygur Autonomous RegionUrumqiChina
| | - Zhuozhao Zheng
- Department of RadiologyBeijing Tsinghua Changgung HospitalSchool of Clinical MedicineTsinghua UniversityBeijingChina
| | - Xihai Zhao
- Center for Biomedical Imaging ResearchDepartment of Biomedical EngineeringTsinghua University School of MedicineBeijingChina
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28
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Zhao XQ, Hatsukami TS. Risk Factors for Development of Carotid Plaque Components. JACC Cardiovasc Imaging 2018; 11:193-195. [PMID: 28412422 DOI: 10.1016/j.jcmg.2016.12.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 12/22/2016] [Indexed: 11/19/2022]
Affiliation(s)
- Xue-Qiao Zhao
- Division of Cardiology, Department of Medicine, University of Washington, Seattle, Washington.
| | - Thomas S Hatsukami
- Division of Vascular Surgery, Department of Surgery, University of Washington, Seattle, Washington
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29
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Saba L, Yuan C, Hatsukami TS, Balu N, Qiao Y, DeMarco JK, Saam T, Moody AR, Li D, Matouk CC, Johnson MH, Jäger HR, Mossa-Basha M, Kooi ME, Fan Z, Saloner D, Wintermark M, Mikulis DJ, Wasserman BA. Carotid Artery Wall Imaging: Perspective and Guidelines from the ASNR Vessel Wall Imaging Study Group and Expert Consensus Recommendations of the American Society of Neuroradiology. AJNR Am J Neuroradiol 2018; 39:E9-E31. [PMID: 29326139 DOI: 10.3174/ajnr.a5488] [Citation(s) in RCA: 186] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Identification of carotid artery atherosclerosis is conventionally based on measurements of luminal stenosis and surface irregularities using in vivo imaging techniques including sonography, CT and MR angiography, and digital subtraction angiography. However, histopathologic studies demonstrate considerable differences between plaques with identical degrees of stenosis and indicate that certain plaque features are associated with increased risk for ischemic events. The ability to look beyond the lumen using highly developed vessel wall imaging methods to identify plaque vulnerable to disruption has prompted an active debate as to whether a paradigm shift is needed to move away from relying on measurements of luminal stenosis for gauging the risk of ischemic injury. Further evaluation in randomized clinical trials will help to better define the exact role of plaque imaging in clinical decision-making. However, current carotid vessel wall imaging techniques can be informative. The goal of this article is to present the perspective of the ASNR Vessel Wall Imaging Study Group as it relates to the current status of arterial wall imaging in carotid artery disease.
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Affiliation(s)
- L Saba
- From the Department of Medical Imaging (L.S.), University of Cagliari, Cagliari, Italy
| | - C Yuan
- Departments of Radiology (C.Y., N.B., M.M.-B.)
| | - T S Hatsukami
- Surgery (T.S.H.), University of Washington, Seattle, Washington
| | - N Balu
- Departments of Radiology (C.Y., N.B., M.M.-B.)
| | - Y Qiao
- The Russell H. Morgan Department of Radiology and Radiological Sciences (Y.Q., B.A.W.), Johns Hopkins Hospital, Baltimore, Maryland
| | - J K DeMarco
- Department of Radiology (J.K.D.), Walter Reed National Military Medical Center, Bethesda, Maryland
| | - T Saam
- Department of Radiology (T.S.), Ludwig-Maximilian University Hospital, Munich, Germany
| | - A R Moody
- Department of Medical Imaging (A.R.M.), Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - D Li
- Biomedical Imaging Research Institute (D.L., Z.F.), Cedars-Sinai Medical Center, Los Angeles, California
| | - C C Matouk
- Departments of Neurosurgery, Neurovascular and Stroke Programs (C.C.M., M.H.J.).,Radiology and Biomedical Imaging (C.C.M., M.H.J.)
| | - M H Johnson
- Departments of Neurosurgery, Neurovascular and Stroke Programs (C.C.M., M.H.J.).,Radiology and Biomedical Imaging (C.C.M., M.H.J.).,Surgery (M.H.J.), Yale University School of Medicine, New Haven, Connecticut
| | - H R Jäger
- Neuroradiological Academic Unit (H.R.J.), Department of Brain Repair and Rehabilitation, University College London Institute of Neurology, London, UK
| | | | - M E Kooi
- Department of Radiology (M.E.K.), CARIM School for Cardiovascular Diseases, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Z Fan
- Biomedical Imaging Research Institute (D.L., Z.F.), Cedars-Sinai Medical Center, Los Angeles, California
| | - D Saloner
- Department of Radiology and Biomedical Imaging (D.S.), University of California, San Francisco, California
| | - M Wintermark
- Department of Radiology (M.W.), Neuroradiology Division, Stanford University, Stanford, California
| | - D J Mikulis
- Division of Neuroradiology (D.J.M.), Department of Medical Imaging, University Health Network
| | - B A Wasserman
- The Russell H. Morgan Department of Radiology and Radiological Sciences (Y.Q., B.A.W.), Johns Hopkins Hospital, Baltimore, Maryland
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30
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Kirkham EM, Hatsukami TS, Heckbert SR, Sun J, Canton G, Yuan C, Weaver EM. Association between Snoring and High-Risk Carotid Plaque Features. Otolaryngol Head Neck Surg 2017; 157:336-344. [PMID: 28695757 PMCID: PMC5940929 DOI: 10.1177/0194599817715634] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Accepted: 03/14/2017] [Indexed: 01/17/2023]
Abstract
Objectives Previous studies have demonstrated an association between snoring and carotid disease independent of sleep apnea. The aim of this study was to quantify the association between self-reported snoring and high-risk carotid plaque features on magnetic resonance imaging (MRI) that predict stroke. Study Design Cross-sectional. Setting Tertiary care university hospital and affiliated county hospital. Methods We surveyed 133 subjects with asymptomatic carotid artery disease that had been previously evaluated with high-resolution MRI. The survey captured data on self-reported snoring (exposure) and covariates (age, sex, body mass index, and sleep apnea via the STOP-Bang questionnaire). A subset of patients underwent home sleep apnea testing. High-risk carotid plaque features were identified on the high-resolution MRI and included thin/ruptured fibrous cap and intraplaque hemorrhage (outcomes). We quantified the association between snoring and high-risk carotid plaque features with the chi-square test (unadjusted analysis) and multivariate logistic regression adjusting for the covariates. Results Of 133 subjects surveyed, 61 (46%) responded; 32 (52%) reported snoring. Significantly higher proportions of snorers than nonsnorers had a thin/ruptured fibrous cap (56% vs 25%, P = .01) and intraplaque hemorrhage (63% vs 29%, P < .01). In multivariate analysis, snoring was associated with thin/ruptured fibrous cap (odds ratio, 4.4; 95% CI, 1.1-16.6; P = .04) and intraplaque hemorrhage (odds ratio, 8.2; 95% CI, 2.1-31.6; P < .01) after adjusting for age, sex, body mass index, and sleep apnea. Conclusion This pilot study suggests a significant independent association between snoring and high-risk carotid plaque features on MRI. Further study is warranted to confirm these results in a larger cohort of subjects.
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Affiliation(s)
- Erin M Kirkham
- 1 Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, USA
| | - Thomas S Hatsukami
- 2 Department of Surgery, University of Washington, Seattle, Washington, USA
| | - Susan R Heckbert
- 3 Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Jie Sun
- 4 Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Gador Canton
- 5 Department of Mechanical Engineering, University of Washington, Seattle, Washington, USA
| | - Chun Yuan
- 4 Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Edward M Weaver
- 1 Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, Washington, USA
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Abstract
Objective To investigate the effect of a heart rate (HR) lowering agent (Ivabradine) on features of atherosclerotic plaque vulnerability with magnetic resonance imaging (MRI), ultrasound imaging, and histology. Approach and results Atherosclerosis was induced in the abdominal aorta of 19 rabbits. Nine rabbits were treated with Ivabradine (17 mg/kg/day) during the entire study period. At week 14, imaging was performed. Plaque size was quantified on contrast-enhanced T1-weighted MR images. Microvascular flow, density, and permeability was studied with dynamic contrast-enhanced MRI. Plaque biomechanics was studied by measuring the aortic distension with ultrasound. After, animals were sacrificed and histology was performed. HR was reduced by 16% (p = 0.026) in Ivabradine-treated animals. No differences in absolute and relative vessel wall beat-to-beat distension were found, but due to the reduction in HR, the frequency of the biomechanical load on the plaque was reduced. Plaque size (MR and histology) was similar between groups. Although microvessel density (histology) was similar between groups, AUC and Ktrans, indicative for plaque microvasculature flow, density, and permeability, were decreased by 24% (p = 0.029) and 32% (p = 0.037), respectively. Macrophage content (relative RAM11 positive area) was reduced by 44% (p<0.001) on histology in Ivabradine-treated animals. Conclusions HR lowering treatment with Ivabradine in an atherosclerotic rabbit model is associated with a reduction in vulnerable plaque features. The current study suggests that HR reduction may be beneficial for inducing or maintaining a more stable plaque phenotype.
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32
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Lin R, Chen S, Liu G, Xue Y, Zhao X. Association Between Carotid Atherosclerotic Plaque Calcification and Intraplaque Hemorrhage. Arterioscler Thromb Vasc Biol 2017; 37:1228-1233. [PMID: 28450297 DOI: 10.1161/atvbaha.116.308360] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 04/17/2017] [Indexed: 11/16/2022]
Abstract
Objective—
Carotid intraplaque hemorrhage (IPH) is associated with cardiovascular events. Calcification, which frequently accompanies IPH, may play a role in IPH occurrence. In this study, we aimed to investigate the associations between calcification characteristics and IPH in carotid plaques.
Approach and results—
One hundred seventeen patients with cerebrovascular symptoms and carotid plaques detected by ultrasound were recruited and underwent multicontrast magnetic resonance imaging. Advanced carotid plaques with composition measured by magnetic resonance imaging were included in the analysis. Carotid calcifications were divided into the following categories: surface, mixed, and deep calcification. They were also classified into single and multiple calcifications according to quantity. Logistic regression models utilizing generalized estimating equations were performed to evaluate the relationship between calcification and IPH. Of 117 subjects, 85 with 142 plaques were included in the final analysis, whereas 32 were excluded because of lack of plaque compositions. Of the 142 plaques, 40 (28.2%) had IPH. Plaques with IPH showed greater prevalence of calcification than those without (87.5% versus 55.9%;
P
=0.005). After adjusting for age, low-density lipoprotein, maximum wall thickness, and maximum soft plaque thickness, multiple calcifications (odd ratio, 10.1; 95% confidence interval, 3.3–30.4), surface calcification (odd ratio, 29.4; 95% confidence interval, 4.1–210.8), and mixed calcifications (odd ratio, 27.9; 95% confidence interval, 7.3–107.1) were found to be strongly associated with the presence of IPH (all
P
<0.05).
Conclusions—
Surface calcification and multiple calcifications in carotid atherosclerotic plaques are independently associated with the presence of IPH, suggesting that both quantity and location of calcification may play important roles in the occurrence of IPH. These findings may provide novel insights for understanding mechanisms of IPH.
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Affiliation(s)
- Ruolan Lin
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.)
| | - Shuo Chen
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.)
| | - Gaifen Liu
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.)
| | - Yunjing Xue
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.).
| | - Xihai Zhao
- From the Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China (R.L., Y.X.); Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China (S.C., X.Z.); and Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (G.L.).
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33
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LeBlanc S, Bibeau K, Bertrand OF, Lévesque V, Deschênes St-Pierre B, Pibarot P, Després JP, Larose E. Carotid versus coronary atherosclerosis burdens in acute compared with chronic symptomatic coronary artery disease. Can J Physiol Pharmacol 2017; 95:878-887. [PMID: 28520469 DOI: 10.1139/cjpp-2016-0588] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Prediction of coronary events remains elusive. Carotid atherosclerosis may be a surrogate for coronary risk, as carotid and coronary diseases occur simultaneously - albeit at times with a weak association - depending on clinical presentation. We investigated carotid and coronary atherosclerosis in men with new-onset unstable coronary artery disease (CAD) presenting with acute ST-segment elevation myocardial infarction (STEMI) vs. long-standing severe chronic stable angina (CSA). Bilateral carotid artery and 3-vessel coronary artery atherosclerosis burdens were measured within 1 month, respectively, by 3D-volumetric carotid magnetic resonance imaging and coronary angiography-derived modified CASS-50 score. Men with STEMI (n = 50) and long-standing CSA (n = 50), matched for age, were enrolled (58.6 ± 8.8 years). All of them had carotid atherosclerosis. Atherosclerosis burden was greater in the carotid arteries of STEMI vs. CSA (wall volume: 196.2 ± 44.4 vs. 169.2 ± 38.0 mm3/4 mm, p = 0.002), but greater in the coronary arteries of CSA vs. STEMI (modified CASS-50 score: 3 vs. 1, p < 0.0001). Normalized wall index (NWI) of internal carotid was associated with modified CASS-50 score in STEMI (ρ = 0.40, p = 0.022) and in CSA (ρ = -0.39, p = 0.031). Carotid atherosclerosis was observed in all CAD patients, and atherosclerosis burden in carotid and in coronary arteries varied according to clinical presentation.
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Affiliation(s)
- Stéphanie LeBlanc
- a Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec - Université Laval, Québec City, QC G1V 4G5, Canada.,b Département de médecine, Faculté de médecine, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Karine Bibeau
- a Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec - Université Laval, Québec City, QC G1V 4G5, Canada
| | - Olivier F Bertrand
- a Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec - Université Laval, Québec City, QC G1V 4G5, Canada.,b Département de médecine, Faculté de médecine, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Valérie Lévesque
- a Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec - Université Laval, Québec City, QC G1V 4G5, Canada.,b Département de médecine, Faculté de médecine, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Béatrice Deschênes St-Pierre
- a Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec - Université Laval, Québec City, QC G1V 4G5, Canada.,b Département de médecine, Faculté de médecine, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Philippe Pibarot
- a Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec - Université Laval, Québec City, QC G1V 4G5, Canada.,b Département de médecine, Faculté de médecine, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Jean-Pierre Després
- a Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec - Université Laval, Québec City, QC G1V 4G5, Canada.,b Département de médecine, Faculté de médecine, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Eric Larose
- a Centre de recherche de l'Institut universitaire de cardiologie et de pneumologie de Québec - Université Laval, Québec City, QC G1V 4G5, Canada.,b Département de médecine, Faculté de médecine, Université Laval, Québec City, QC G1V 0A6, Canada
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Guo L, Harari E, Virmani R, Finn AV. Linking Hemorrhage, Angiogenesis, Macrophages, and Iron Metabolism in Atherosclerotic Vascular Diseases. Arterioscler Thromb Vasc Biol 2017; 37:e33-e39. [DOI: 10.1161/atvbaha.117.309045] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Liang Guo
- From the CVPath Institute, Inc, Gaithersburg, MD
| | | | - Renu Virmani
- From the CVPath Institute, Inc, Gaithersburg, MD
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35
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McNally JS, Kim SE, Mendes J, Hadley JR, Sakata A, De Havenon AH, Treiman GS, Parker DL. Magnetic Resonance Imaging Detection of Intraplaque Hemorrhage. MAGNETIC RESONANCE INSIGHTS 2017; 10:1-8. [PMID: 28469441 PMCID: PMC5348123 DOI: 10.1177/1178623x17694150] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2016] [Accepted: 01/25/2017] [Indexed: 11/16/2022]
Abstract
Carotid artery atherosclerosis is a major cause of ischemic stroke. For more than 30 years, future stroke risk and carotid stroke etiology have been determined using percent diameter stenosis based on clinical trials in the 1990s. In the past 10 years, magnetic resonance imaging (MRI) sequences have been developed to detect carotid intraplaque hemorrhage. By detecting carotid intraplaque hemorrhage, MRI identifies potential stroke sources that are often overlooked by lumen imaging. In addition, MRI can dramatically improve assessment of future stroke risk beyond lumen stenosis alone. In this review, we discuss the use of heavily T1-weighted MRI sequences used to detect carotid intraplaque hemorrhage. In addition, advances in ciné imaging, motion robust techniques, and specialized neck coils will be reviewed. Finally, the clinical use and future impact of MRI plaque hemorrhage imaging will be discussed.
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Affiliation(s)
- J Scott McNally
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Seong-Eun Kim
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Jason Mendes
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - J Rock Hadley
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Akihiko Sakata
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Adam H De Havenon
- Department of Neurology, The University of Utah, Salt Lake City, UT, USA
| | - Gerald S Treiman
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
| | - Dennis L Parker
- Utah Center for Advanced Imaging Research, Department of Radiology and Imaging Sciences, The University of Utah, Salt Lake City, UT, USA
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36
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Shu H, Sun J, Hatsukami TS, Balu N, Hippe DS, Liu H, Kohler TR, Zhu W, Yuan C. Simultaneous noncontrast angiography and intraplaque hemorrhage (SNAP) imaging: Comparison with contrast-enhanced MR angiography for measuring carotid stenosis. J Magn Reson Imaging 2017; 46:1045-1052. [PMID: 28165646 DOI: 10.1002/jmri.25653] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 01/12/2017] [Indexed: 11/09/2022] Open
Abstract
PURPOSE To evaluate in a proof-of-concept study the feasibility of Simultaneous Noncontrast Angiography and intraPlaque hemorrhage (SNAP) imaging as a clinical magnetic resonance angiography (MRA) technique for measuring carotid stenosis. There is a growing interest in detecting intraplaque hemorrhage (IPH) during the clinical management of carotid disease, yet luminal stenosis has remained indispensable during clinical decision-making. SNAP imaging has been proposed as a novel IPH imaging technique that provides carotid MRA with no added scan time. Flowing blood shows negative signal on SNAP because of phase-sensitive inversion recovery. MATERIALS AND METHODS In all, 58 asymptomatic subjects with 16-79% stenosis on ultrasound were scanned at 3T by SNAP with 0.8 mm isotropic resolution and 16 cm longitudinal coverage. Two readers measured luminal stenosis of bilateral carotid arteries (n = 116) on minimum intensity projections of SNAP using the NASCET criteria. In the subset (48 arteries) with contrast-enhanced (CE) MRA available for comparison, luminal stenosis was also measured on maximum intensity projections of CE-MRA. RESULTS Intraclass correlation coefficients (ICCs) with 95% confidence intervals were 0.94 (0.90-0.96) and 0.93 (0.88-0.96) for intra- and interreader agreement on stenosis measurements, respectively. Corresponding kappas for grading stenosis (0-29%, 30-69%, 70-99%, and 100%) were 0.79 (0.67-0.89) and 0.80 (0.68-0.90). Agreement between SNAP and CE-MRA was high (ICC: 0.95 [0.90-0.98]; kappa: 0.82 [0.71-0.93]). CONCLUSION As a dedicated IPH-imaging sequence, SNAP also provided carotid stenosis measurement that showed high intra- and interreader consistency and excellent agreement with CE-MRA. Further comparisons with digital subtraction angiography and other noninvasive techniques are warranted. LEVEL OF EVIDENCE 2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2017;46:1045-1052.
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Affiliation(s)
- Hongge Shu
- Department of Radiology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China.,Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Jie Sun
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Thomas S Hatsukami
- Department of Surgery, University of Washington, Seattle, Washington, USA
| | - Niranjan Balu
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Daniel S Hippe
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Haining Liu
- Department of Bioengineering, University of Washington, Seattle, Washington, USA
| | - Ted R Kohler
- Department of Surgery, University of Washington, Seattle, Washington, USA.,Surgery and Perioperative Care, VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Wenzhen Zhu
- Department of Radiology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China
| | - Chun Yuan
- Department of Radiology, University of Washington, Seattle, Washington, USA.,Department of Bioengineering, University of Washington, Seattle, Washington, USA
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37
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Wang X, Sun J, Zhao X, Hippe DS, Hatsukami TS, Liu J, Li R, Canton G, Song Y, Yuan C. Ipsilateral plaques display higher T1 signals than contralateral plaques in recently symptomatic patients with bilateral carotid intraplaque hemorrhage. Atherosclerosis 2017; 257:78-85. [PMID: 28110259 PMCID: PMC5325786 DOI: 10.1016/j.atherosclerosis.2017.01.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 12/20/2016] [Accepted: 01/11/2017] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND AIMS Prospective studies have shown a strong association between carotid intraplaque hemorrhage (IPH), detected by magnetic resonance imaging (MRI), and cerebrovascular ischemic events. However, IPH is also observed in a substantial number of asymptomatic patients. We hypothesized that there are differences in the characteristics of IPH+ plaques associated with recent symptoms, compared to IPH+ plaques not associated with recent symptoms. METHODS Patients with recent (≤2 weeks) anterior circulation ischemic events were scanned using a standardized multisequence protocol. Those showing IPH bilaterally were included and analyzed for differences in T1/T2 signals, plaque morphology, and coexisting plaque characteristics between the ipsilateral symptomatic and contralateral asymptomatic sides. RESULTS Thirty-one subjects (67 ± 9 years, 97% males) with bilateral IPH were studied. Despite comparable luminal stenosis (53 ± 42% vs. 53 ± 39%, p = 0.99), T1 signal of IPH measured as signal-intensity-ratio compared to muscle was stronger (SIRIPH-to-muscle: 5.8 ± 2.4 vs. 4.7 ± 1.8, p = 0.004) and tended to be more extensively distributed (IPH volume: 150 ± 199 vs. 88 ± 106 mm3, p = 0.071) on the symptomatic side. IPH+ plaques on the symptomatic side were longer (24 ± 6 vs. 21 ± 7 mm, p = 0.026) and associated with larger necrotic core volume (406 ± 354 vs. 291 ± 293 mm3, p = 0.039) than those on the asymptomatic side. CONCLUSIONS In recently symptomatic patients with bilateral carotid IPH, the symptomatic side showed stronger T1 signals, larger necrotic cores, and longer plaque length than the asymptomatic side. Serial studies on the temporal relationship between these imaging features and clinical events will eventually establish their diagnostic and prognostic value beyond the mere presence of IPH.
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Affiliation(s)
- Xianling Wang
- Department of Radiology, University of Washington, Seattle, WA, USA; Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jie Sun
- Department of Radiology, University of Washington, Seattle, WA, USA
| | - Xihai Zhao
- Department of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Daniel S Hippe
- Department of Radiology, University of Washington, Seattle, WA, USA
| | | | - Jin Liu
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Rui Li
- Department of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Gador Canton
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
| | - Yan Song
- Department of Radiology, University of Washington, Seattle, WA, USA; Department of Radiology, Beijing Hospital, Beijing, China
| | - Chun Yuan
- Department of Radiology, University of Washington, Seattle, WA, USA; Department of Biomedical Engineering, Tsinghua University, Beijing, China; Department of Bioengineering, University of Washington, Seattle, WA, USA.
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Liu J, Balu N, Hippe DS, Ferguson MS, Martinez-Malo V, DeMarco JK, Zhu DC, Ota H, Sun J, Xu D, Kerwin WS, Hatsukami TS, Yuan C. Semi-automatic carotid intraplaque hemorrhage detection and quantification on Magnetization-Prepared Rapid Acquisition Gradient-Echo (MP-RAGE) with optimized threshold selection. J Cardiovasc Magn Reson 2016; 18:41. [PMID: 27430263 PMCID: PMC4950626 DOI: 10.1186/s12968-016-0260-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 06/25/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Intraplaque hemorrhage (IPH) is associated with atherosclerosis progression and subsequent cardiovascular events. We sought to develop a semi-automatic method with an optimized threshold for carotid IPH detection and quantification on MP-RAGE images using matched histology as the gold standard. METHODS Fourteen patients scheduled for carotid endarterectomy underwent 3D MP-RAGE cardiovascular magnetic resonance (CMR) preoperatively. Presence and area of IPH were recorded using histology. Presence and area of IPH were also recorded on CMR based on intensity thresholding using three references for intensity normalization: the sternocleidomastoid muscle (SCM), the adjacent muscle and the automatically generated local median value. The optimized intensity thresholds were obtained by maximizing the Youden's index for IPH detection. Using leave-one-out cross validation, the sensitivity and specificity for IPH detection based on our proposed semi-automatic method and the agreement with histology on IPH area quantification were evaluated. RESULTS The optimized intensity thresholds for IPH detection were 1.0 times the SCM intensity, 1.6 times the adjacent muscle intensity and 2.2 times the median intensity. Using the semi-automatic method with the optimized intensity threshold, the following IPH detection and quantification performance was obtained: sensitivities up to 59, 68 and 80 %; specificities up to 85, 74 and 79 %; Pearson's correlation coefficients (IPH area measurement) up to 0.76, 0.93 and 0.90, respectively, using SCM, the adjacent muscle and the local median value for intensity normalization, after heavily calcified and small IPH were excluded. CONCLUSIONS A semi-automatic method with good performance on IPH detection and quantification can be obtained in MP-RAGE CMR, using an optimized intensity threshold comparing to the adjacent muscle. The automatically generated reference of local median value provides comparable performance and may be particularly useful for developing automatic classifiers. Use of the SCM intensity as reference is not recommended without coil sensitivity correction when surface coils are used.
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Affiliation(s)
- Jin Liu
- />University of Washington, Seattle, WA USA
| | | | | | | | | | - J. Kevin DeMarco
- />Walter Reed National Military Medical Center, Bethesda, MD USA
| | - David C. Zhu
- />Michigan State University, East Lansing, MI USA
| | | | - Jie Sun
- />University of Washington, Seattle, WA USA
| | | | | | | | - Chun Yuan
- />University of Washington, Seattle, WA USA
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